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  1. 102flowers/run_012/.ipynb_checkpoints/training-checkpoint.log +720 -0
  2. 102flowers/run_012/Eval/eval.log.rank0 +101 -0
  3. 102flowers/run_012/Eval/eval.log.rank1 +0 -0
  4. 102flowers/run_012/Eval/eval_results.json +16 -0
  5. 102flowers/run_012/checkpoint-26000/model.safetensors +3 -0
  6. 102flowers/run_012/checkpoint-26000/optimizer.bin +3 -0
  7. 102flowers/run_012/checkpoint-26000/random_states_0.pkl +3 -0
  8. 102flowers/run_012/checkpoint-26000/scheduler.bin +3 -0
  9. 102flowers/run_012/checkpoint-26000/transformer/config.json +30 -0
  10. 102flowers/run_012/checkpoint-26000/transformer/diffusion_pytorch_model.safetensors +3 -0
  11. 102flowers/run_012/checkpoint-28000/model.safetensors +3 -0
  12. 102flowers/run_012/checkpoint-28000/optimizer.bin +3 -0
  13. 102flowers/run_012/checkpoint-28000/random_states_0.pkl +3 -0
  14. 102flowers/run_012/checkpoint-28000/scheduler.bin +3 -0
  15. 102flowers/run_012/checkpoint-28000/transformer/config.json +30 -0
  16. 102flowers/run_012/checkpoint-28000/transformer/diffusion_pytorch_model.safetensors +3 -0
  17. 102flowers/run_012/checkpoint-30000/model.safetensors +3 -0
  18. 102flowers/run_012/checkpoint-30000/optimizer.bin +3 -0
  19. 102flowers/run_012/checkpoint-30000/random_states_0.pkl +3 -0
  20. 102flowers/run_012/checkpoint-30000/scheduler.bin +3 -0
  21. 102flowers/run_012/checkpoint-30000/transformer/config.json +30 -0
  22. 102flowers/run_012/checkpoint-30000/transformer/diffusion_pytorch_model.safetensors +3 -0
  23. 102flowers/run_012/model_index.json +24 -0
  24. 102flowers/run_012/scheduler/scheduler_config.json +27 -0
  25. 102flowers/run_012/text_encoder/config.json +33 -0
  26. 102flowers/run_012/text_encoder/model.safetensors +3 -0
  27. 102flowers/run_012/tokenizer/tokenizer.json +0 -0
  28. 102flowers/run_012/tokenizer/tokenizer_config.json +117 -0
  29. 102flowers/run_012/training.log +720 -0
  30. 102flowers/run_012/training_args.json +40 -0
  31. 102flowers/run_012/training_summary.json +7 -0
  32. 102flowers/run_012/transformer/config.json +30 -0
  33. 102flowers/run_012/transformer/diffusion_pytorch_model.safetensors +3 -0
  34. 102flowers/run_012/vae/config.json +38 -0
  35. 102flowers/run_012/vae/diffusion_pytorch_model.safetensors +3 -0
  36. 102flowers/run_012/validation/collage_step_0001000.png +3 -0
  37. 102flowers/run_012/validation/collage_step_0002000.png +3 -0
  38. 102flowers/run_012/validation/collage_step_0003000.png +3 -0
  39. 102flowers/run_012/validation/collage_step_0004000.png +3 -0
  40. 102flowers/run_012/validation/collage_step_0005000.png +3 -0
  41. 102flowers/run_012/validation/collage_step_0006000.png +3 -0
  42. 102flowers/run_012/validation/collage_step_0007000.png +3 -0
  43. 102flowers/run_012/validation/collage_step_0008000.png +3 -0
  44. 102flowers/run_012/validation/collage_step_0009000.png +3 -0
  45. 102flowers/run_012/validation/collage_step_0010000.png +3 -0
  46. 102flowers/run_012/validation/collage_step_0011000.png +3 -0
  47. 102flowers/run_012/validation/collage_step_0012000.png +3 -0
  48. 102flowers/run_012/validation/collage_step_0013000.png +3 -0
  49. 102flowers/run_012/validation/collage_step_0014000.png +3 -0
  50. 102flowers/run_012/validation/collage_step_0015000.png +3 -0
102flowers/run_012/.ipynb_checkpoints/training-checkpoint.log ADDED
@@ -0,0 +1,720 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ Training started: 2026-06-11 11:55:57
2
+ ==========================================================================================
3
+ Step | Epoch | Loss | Avg100 | LR | Elapsed | ETA
4
+ ------------------------------------------------------------------------------------------
5
+ [11:55:57] Run directory: RESULTS/102flowers/run_012
6
+ [11:55:57] Loading PixArt-Sigma components ...
7
+ [11:56:08] Transformer params: 610,856,096 total, 610,856,096 trainable
8
+ [11:56:08] Building dataset ...
9
+ [11:56:09]
10
+ [11:56:09] ================================================================
11
+ [11:56:09] Model = PixArt-alpha/PixArt-Sigma-XL-2-512-MS
12
+ [11:56:09] Output dir = RESULTS/102flowers/run_012
13
+ [11:56:09] Num examples = 28660
14
+ [11:56:09] Num epochs = 5
15
+ [11:56:09] Batch/device = 4
16
+ [11:56:09] Grad accum = 1
17
+ [11:56:09] Effective BS = 4
18
+ [11:56:09] Total optim steps = 30000
19
+ [11:56:09] LR = 1e-05
20
+ [11:56:09] Precision = bf16
21
+ [11:56:09] Resolution = 512x512
22
+ [11:56:09] Max seq length = 300
23
+ [11:56:09] ================================================================
24
+ [11:56:09]
25
+ 50 | 0 | 0.119348 | 0.119348 | 1.00e-06 | 0:00:42 | 7:01:31
26
+ 100 | 0 | 0.096454 | 0.107901 | 2.00e-06 | 0:01:11 | 5:56:45
27
+ 150 | 0 | 0.084625 | 0.100142 | 3.00e-06 | 0:01:41 | 5:35:20
28
+ 200 | 0 | 0.152651 | 0.113269 | 4.00e-06 | 0:02:10 | 5:24:26
29
+ 250 | 0 | 0.000706 | 0.090757 | 5.00e-06 | 0:02:40 | 5:17:39
30
+ 300 | 0 | 0.011140 | 0.077487 | 6.00e-06 | 0:03:09 | 5:12:50
31
+ 350 | 0 | 0.042838 | 0.072537 | 7.00e-06 | 0:03:39 | 5:09:16
32
+ 400 | 0 | 0.168344 | 0.084513 | 8.00e-06 | 0:04:08 | 5:06:34
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+ 450 | 0 | 0.080529 | 0.084071 | 9.00e-06 | 0:04:38 | 5:04:17
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+ 500 | 0 | 0.157844 | 0.091448 | 1.00e-05 | 0:05:07 | 5:02:18
35
+ 550 | 0 | 0.369237 | 0.116701 | 1.00e-05 | 0:05:36 | 5:00:36
36
+ 600 | 0 | 0.126691 | 0.117534 | 1.00e-05 | 0:06:06 | 4:59:07
37
+ 650 | 0 | 0.120538 | 0.117765 | 1.00e-05 | 0:06:35 | 4:57:46
38
+ 700 | 0 | 0.112890 | 0.117417 | 1.00e-05 | 0:07:05 | 4:56:34
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+ 750 | 0 | 0.026829 | 0.111378 | 1.00e-05 | 0:07:34 | 4:55:31
40
+ 800 | 0 | 0.054510 | 0.107823 | 1.00e-05 | 0:08:04 | 4:54:32
41
+ 850 | 0 | 0.100801 | 0.107410 | 1.00e-05 | 0:08:33 | 4:53:35
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+ 900 | 0 | 0.060610 | 0.104810 | 1.00e-05 | 0:09:03 | 4:52:41
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+ 950 | 0 | 0.047198 | 0.101778 | 9.99e-06 | 0:09:32 | 4:51:50
44
+ 1000 | 0 | 0.160577 | 0.104718 | 9.99e-06 | 0:10:02 | 4:51:02
45
+ [12:05:59] Generating 16 validation images ...
46
+ [12:06:20] Validation step 1000: 16 images -> RESULTS/102flowers/run_012/validation/collage_step_0001000.png
47
+ 1050 | 0 | 0.220422 | 0.110228 | 9.99e-06 | 0:10:53 | 5:00:10
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66
+ 2000 | 0 | 0.016491 | 0.108706 | 9.94e-06 | 0:20:13 | 4:43:05
67
+ [12:16:18] Saved checkpoint -> RESULTS/102flowers/run_012/checkpoint-2000
68
+ [12:16:18] Generating 16 validation images ...
69
+ [12:16:39] Validation step 2000: 16 images -> RESULTS/102flowers/run_012/validation/collage_step_0002000.png
70
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+ 3000 | 0 | 0.220217 | 0.118891 | 9.82e-06 | 0:30:32 | 4:34:52
90
+ [12:26:29] Generating 16 validation images ...
91
+ [12:26:51] Validation step 3000: 16 images -> RESULTS/102flowers/run_012/validation/collage_step_0003000.png
92
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+ 4000 | 0 | 0.093278 | 0.115190 | 9.66e-06 | 0:40:46 | 4:24:59
112
+ [12:36:50] Saved checkpoint -> RESULTS/102flowers/run_012/checkpoint-4000
113
+ [12:36:50] Generating 16 validation images ...
114
+ [12:37:11] Validation step 4000: 16 images -> RESULTS/102flowers/run_012/validation/collage_step_0004000.png
115
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+ 5000 | 0 | 0.050638 | 0.124680 | 9.44e-06 | 0:51:05 | 4:15:27
135
+ [12:47:02] Generating 16 validation images ...
136
+ [12:47:23] Validation step 5000: 16 images -> RESULTS/102flowers/run_012/validation/collage_step_0005000.png
137
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156
+ 6000 | 0 | 0.227431 | 0.126307 | 9.17e-06 | 1:01:16 | 4:05:07
157
+ [12:57:21] Saved checkpoint -> RESULTS/102flowers/run_012/checkpoint-6000
158
+ [12:57:21] Generating 16 validation images ...
159
+ [12:57:43] Validation step 6000: 16 images -> RESULTS/102flowers/run_012/validation/collage_step_0006000.png
160
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+ 6200 | 0 | 0.151570 | 0.127974 | 9.11e-06 | 1:03:44 | 4:04:40
164
+ 6250 | 0 | 0.102060 | 0.128524 | 9.09e-06 | 1:04:13 | 4:04:04
165
+ 6300 | 0 | 0.044460 | 0.126187 | 9.08e-06 | 1:04:43 | 4:03:28
166
+ 6350 | 0 | 0.004725 | 0.125239 | 9.06e-06 | 1:05:12 | 4:02:53
167
+ 6400 | 0 | 0.002932 | 0.125021 | 9.05e-06 | 1:05:42 | 4:02:17
168
+ 6450 | 0 | 0.007623 | 0.124942 | 9.03e-06 | 1:06:11 | 4:01:41
169
+ 6500 | 0 | 0.113768 | 0.124780 | 9.01e-06 | 1:06:41 | 4:01:06
170
+ 6550 | 0 | 0.062868 | 0.123626 | 9.00e-06 | 1:07:10 | 4:00:31
171
+ 6600 | 0 | 0.144731 | 0.123513 | 8.98e-06 | 1:07:40 | 3:59:55
172
+ 6650 | 0 | 0.114014 | 0.124342 | 8.97e-06 | 1:08:09 | 3:59:20
173
+ 6700 | 0 | 0.115423 | 0.124451 | 8.95e-06 | 1:08:39 | 3:58:45
174
+ 6750 | 0 | 0.057711 | 0.124898 | 8.93e-06 | 1:09:09 | 3:58:11
175
+ 6800 | 0 | 0.212197 | 0.125642 | 8.92e-06 | 1:09:38 | 3:57:36
176
+ 6850 | 0 | 0.146877 | 0.125715 | 8.90e-06 | 1:10:08 | 3:57:01
177
+ 6900 | 0 | 0.135318 | 0.126260 | 8.88e-06 | 1:10:37 | 3:56:27
178
+ 6950 | 0 | 0.153228 | 0.127127 | 8.87e-06 | 1:11:07 | 3:55:52
179
+ 7000 | 0 | 0.073241 | 0.127695 | 8.85e-06 | 1:11:36 | 3:55:18
180
+ [13:07:34] Generating 16 validation images ...
181
+ [13:07:55] Validation step 7000: 16 images -> RESULTS/102flowers/run_012/validation/collage_step_0007000.png
182
+ 7050 | 0 | 0.158209 | 0.124122 | 8.83e-06 | 1:12:27 | 3:55:54
183
+ 7100 | 0 | 0.093725 | 0.124354 | 8.81e-06 | 1:12:57 | 3:55:19
184
+ 7150 | 0 | 0.050319 | 0.123789 | 8.80e-06 | 1:13:27 | 3:54:43
185
+ [13:09:32] --- Epoch 0 | Steps: 7165 | Avg Loss: 0.116935 ---
186
+ 7200 | 1 | 0.289546 | 0.125362 | 8.78e-06 | 1:13:56 | 3:54:09
187
+ 7250 | 1 | 0.105858 | 0.125388 | 8.76e-06 | 1:14:26 | 3:53:34
188
+ 7300 | 1 | 0.062174 | 0.125229 | 8.75e-06 | 1:14:55 | 3:52:59
189
+ 7350 | 1 | 0.124254 | 0.122714 | 8.73e-06 | 1:15:25 | 3:52:24
190
+ 7400 | 1 | 0.174861 | 0.123487 | 8.71e-06 | 1:15:54 | 3:51:50
191
+ 7450 | 1 | 0.099824 | 0.123108 | 8.69e-06 | 1:16:24 | 3:51:15
192
+ 7500 | 1 | 0.152886 | 0.124343 | 8.67e-06 | 1:16:53 | 3:50:41
193
+ 7550 | 1 | 0.068492 | 0.124496 | 8.66e-06 | 1:17:23 | 3:50:06
194
+ 7600 | 1 | 0.171680 | 0.124617 | 8.64e-06 | 1:17:52 | 3:49:32
195
+ 7650 | 1 | 0.290884 | 0.126761 | 8.62e-06 | 1:18:22 | 3:48:58
196
+ 7700 | 1 | 0.093116 | 0.126344 | 8.60e-06 | 1:18:51 | 3:48:24
197
+ 7750 | 1 | 0.075879 | 0.126335 | 8.58e-06 | 1:19:21 | 3:47:49
198
+ 7800 | 1 | 0.223258 | 0.127711 | 8.56e-06 | 1:19:50 | 3:47:15
199
+ 7850 | 1 | 0.155503 | 0.127603 | 8.54e-06 | 1:20:20 | 3:46:42
200
+ 7900 | 1 | 0.065493 | 0.127738 | 8.53e-06 | 1:20:50 | 3:46:08
201
+ 7950 | 1 | 0.037039 | 0.126974 | 8.51e-06 | 1:21:19 | 3:45:34
202
+ 8000 | 1 | 0.104948 | 0.125822 | 8.49e-06 | 1:21:49 | 3:45:00
203
+ [13:17:55] Saved checkpoint -> RESULTS/102flowers/run_012/checkpoint-8000
204
+ [13:17:57] Generating 16 validation images ...
205
+ [13:18:18] Validation step 8000: 16 images -> RESULTS/102flowers/run_012/validation/collage_step_0008000.png
206
+ 8050 | 1 | 0.194202 | 0.126163 | 8.47e-06 | 1:22:50 | 3:45:54
207
+ 8100 | 1 | 0.008963 | 0.125512 | 8.45e-06 | 1:23:20 | 3:45:19
208
+ 8150 | 1 | 0.185453 | 0.126516 | 8.43e-06 | 1:23:49 | 3:44:44
209
+ 8200 | 1 | 0.146030 | 0.127009 | 8.41e-06 | 1:24:19 | 3:44:10
210
+ 8250 | 1 | 0.070928 | 0.126341 | 8.39e-06 | 1:24:48 | 3:43:35
211
+ 8300 | 1 | 0.171172 | 0.127904 | 8.37e-06 | 1:25:18 | 3:43:01
212
+ 8350 | 1 | 0.078492 | 0.125620 | 8.35e-06 | 1:25:47 | 3:42:27
213
+ 8400 | 1 | 0.134331 | 0.126037 | 8.33e-06 | 1:26:17 | 3:41:52
214
+ 8450 | 1 | 0.102988 | 0.125609 | 8.31e-06 | 1:26:46 | 3:41:18
215
+ 8500 | 1 | 0.064305 | 0.125810 | 8.29e-06 | 1:27:16 | 3:40:44
216
+ 8550 | 1 | 0.086956 | 0.125790 | 8.27e-06 | 1:27:45 | 3:40:10
217
+ 8600 | 1 | 0.385809 | 0.128304 | 8.25e-06 | 1:28:15 | 3:39:36
218
+ 8650 | 1 | 0.086104 | 0.127921 | 8.23e-06 | 1:28:44 | 3:39:02
219
+ 8700 | 1 | 0.109899 | 0.128615 | 8.21e-06 | 1:29:13 | 3:38:27
220
+ 8750 | 1 | 0.008561 | 0.127738 | 8.19e-06 | 1:29:43 | 3:37:53
221
+ 8800 | 1 | 0.035691 | 0.127126 | 8.17e-06 | 1:30:12 | 3:37:19
222
+ 8850 | 1 | 0.193774 | 0.128978 | 8.15e-06 | 1:30:41 | 3:36:45
223
+ 8900 | 1 | 0.036809 | 0.128869 | 8.13e-06 | 1:31:11 | 3:36:11
224
+ 8950 | 1 | 0.003022 | 0.126972 | 8.11e-06 | 1:31:40 | 3:35:37
225
+ 9000 | 1 | 0.044687 | 0.126486 | 8.09e-06 | 1:32:10 | 3:35:03
226
+ [13:28:07] Generating 16 validation images ...
227
+ [13:28:28] Validation step 9000: 16 images -> RESULTS/102flowers/run_012/validation/collage_step_0009000.png
228
+ 9050 | 1 | 0.137560 | 0.126772 | 8.07e-06 | 1:33:00 | 3:35:18
229
+ 9100 | 1 | 0.097519 | 0.126561 | 8.05e-06 | 1:33:30 | 3:34:44
230
+ 9150 | 1 | 0.135880 | 0.126563 | 8.02e-06 | 1:33:59 | 3:34:10
231
+ 9200 | 1 | 0.136774 | 0.127021 | 8.00e-06 | 1:34:28 | 3:33:36
232
+ 9250 | 1 | 0.218240 | 0.128563 | 7.98e-06 | 1:34:58 | 3:33:02
233
+ 9300 | 1 | 0.191884 | 0.128978 | 7.96e-06 | 1:35:27 | 3:32:29
234
+ 9350 | 1 | 0.124355 | 0.129967 | 7.94e-06 | 1:35:57 | 3:31:55
235
+ 9400 | 1 | 0.122757 | 0.129276 | 7.92e-06 | 1:36:26 | 3:31:22
236
+ 9450 | 1 | 0.007128 | 0.127611 | 7.90e-06 | 1:36:56 | 3:30:48
237
+ 9500 | 1 | 0.032065 | 0.124780 | 7.87e-06 | 1:37:25 | 3:30:14
238
+ 9550 | 1 | 0.021881 | 0.121346 | 7.85e-06 | 1:37:55 | 3:29:41
239
+ 9600 | 1 | 0.157040 | 0.120847 | 7.83e-06 | 1:38:24 | 3:29:07
240
+ 9650 | 1 | 0.015705 | 0.120309 | 7.81e-06 | 1:38:54 | 3:28:34
241
+ 9700 | 1 | 0.085616 | 0.119115 | 7.79e-06 | 1:39:23 | 3:28:01
242
+ 9750 | 1 | 0.092345 | 0.119011 | 7.76e-06 | 1:39:53 | 3:27:27
243
+ 9800 | 1 | 0.139156 | 0.116721 | 7.74e-06 | 1:40:22 | 3:26:54
244
+ 9850 | 1 | 0.024183 | 0.115727 | 7.72e-06 | 1:40:52 | 3:26:21
245
+ 9900 | 1 | 0.048537 | 0.115700 | 7.70e-06 | 1:41:21 | 3:25:48
246
+ 9950 | 1 | 0.006806 | 0.112419 | 7.67e-06 | 1:41:51 | 3:25:14
247
+ 10000 | 1 | 0.226551 | 0.114178 | 7.65e-06 | 1:42:20 | 3:24:41
248
+ [13:38:27] Saved checkpoint -> RESULTS/102flowers/run_012/checkpoint-10000
249
+ [13:38:29] Generating 16 validation images ...
250
+ [13:38:50] Validation step 10000: 16 images -> RESULTS/102flowers/run_012/validation/collage_step_0010000.png
251
+ 10050 | 1 | 0.340601 | 0.117354 | 7.63e-06 | 1:43:23 | 3:25:13
252
+ 10100 | 1 | 0.136272 | 0.114463 | 7.61e-06 | 1:43:52 | 3:24:40
253
+ 10150 | 1 | 0.126018 | 0.114842 | 7.58e-06 | 1:44:22 | 3:24:07
254
+ 10200 | 1 | 0.248795 | 0.116452 | 7.56e-06 | 1:44:51 | 3:23:33
255
+ 10250 | 1 | 0.158313 | 0.117955 | 7.54e-06 | 1:45:21 | 3:23:00
256
+ 10300 | 1 | 0.148103 | 0.117926 | 7.52e-06 | 1:45:50 | 3:22:26
257
+ 10350 | 1 | 0.018170 | 0.116896 | 7.49e-06 | 1:46:20 | 3:21:53
258
+ 10400 | 1 | 0.142063 | 0.115725 | 7.47e-06 | 1:46:50 | 3:21:20
259
+ 10450 | 1 | 0.298236 | 0.118497 | 7.45e-06 | 1:47:19 | 3:20:47
260
+ 10500 | 1 | 0.022663 | 0.117408 | 7.42e-06 | 1:47:49 | 3:20:14
261
+ 10550 | 1 | 0.181395 | 0.118249 | 7.40e-06 | 1:48:19 | 3:19:41
262
+ 10600 | 1 | 0.077106 | 0.118741 | 7.38e-06 | 1:48:48 | 3:19:08
263
+ 10650 | 1 | 0.046245 | 0.118390 | 7.35e-06 | 1:49:18 | 3:18:35
264
+ 10700 | 1 | 0.069455 | 0.119069 | 7.33e-06 | 1:49:47 | 3:18:02
265
+ 10750 | 1 | 0.102841 | 0.118661 | 7.31e-06 | 1:50:17 | 3:17:29
266
+ 10800 | 1 | 0.027840 | 0.117371 | 7.28e-06 | 1:50:47 | 3:16:56
267
+ 10850 | 1 | 0.333358 | 0.120694 | 7.26e-06 | 1:51:16 | 3:16:23
268
+ 10900 | 1 | 0.032035 | 0.120084 | 7.23e-06 | 1:51:46 | 3:15:51
269
+ 10950 | 1 | 0.076985 | 0.119746 | 7.21e-06 | 1:52:15 | 3:15:18
270
+ 11000 | 1 | 0.071489 | 0.118187 | 7.19e-06 | 1:52:45 | 3:14:45
271
+ [13:48:42] Generating 16 validation images ...
272
+ [13:49:03] Validation step 11000: 16 images -> RESULTS/102flowers/run_012/validation/collage_step_0011000.png
273
+ 11050 | 1 | 0.140750 | 0.115031 | 7.16e-06 | 1:53:36 | 3:14:49
274
+ 11100 | 1 | 0.171231 | 0.115769 | 7.14e-06 | 1:54:05 | 3:14:16
275
+ 11150 | 1 | 0.033212 | 0.114140 | 7.11e-06 | 1:54:35 | 3:13:43
276
+ 11200 | 1 | 0.139592 | 0.114021 | 7.09e-06 | 1:55:05 | 3:13:10
277
+ 11250 | 1 | 0.061256 | 0.113612 | 7.07e-06 | 1:55:34 | 3:12:37
278
+ 11300 | 1 | 0.110840 | 0.114276 | 7.04e-06 | 1:56:04 | 3:12:04
279
+ 11350 | 1 | 0.234067 | 0.116570 | 7.02e-06 | 1:56:33 | 3:11:32
280
+ 11400 | 1 | 0.019917 | 0.116740 | 6.99e-06 | 1:57:03 | 3:10:59
281
+ 11450 | 1 | 0.126149 | 0.117925 | 6.97e-06 | 1:57:32 | 3:10:26
282
+ 11500 | 1 | 0.034319 | 0.117130 | 6.94e-06 | 1:58:02 | 3:09:53
283
+ 11550 | 1 | 0.059648 | 0.117098 | 6.92e-06 | 1:58:31 | 3:09:20
284
+ 11600 | 1 | 0.046472 | 0.116116 | 6.89e-06 | 1:59:01 | 3:08:47
285
+ 11650 | 1 | 0.179030 | 0.116766 | 6.87e-06 | 1:59:30 | 3:08:15
286
+ 11700 | 1 | 0.206370 | 0.117675 | 6.85e-06 | 2:00:00 | 3:07:42
287
+ 11750 | 1 | 0.012593 | 0.117224 | 6.82e-06 | 2:00:30 | 3:07:09
288
+ 11800 | 1 | 0.033613 | 0.115438 | 6.80e-06 | 2:00:59 | 3:06:36
289
+ 11850 | 1 | 0.086706 | 0.114836 | 6.77e-06 | 2:01:29 | 3:06:04
290
+ 11900 | 1 | 0.172312 | 0.115206 | 6.75e-06 | 2:01:58 | 3:05:31
291
+ 11950 | 1 | 0.136918 | 0.115043 | 6.72e-06 | 2:02:28 | 3:04:59
292
+ 12000 | 1 | 0.406983 | 0.118381 | 6.70e-06 | 2:02:57 | 3:04:26
293
+ [13:59:04] Saved checkpoint -> RESULTS/102flowers/run_012/checkpoint-12000
294
+ [13:59:06] Generating 16 validation images ...
295
+ [13:59:26] Validation step 12000: 16 images -> RESULTS/102flowers/run_012/validation/collage_step_0012000.png
296
+ 12050 | 1 | 0.043758 | 0.117236 | 6.67e-06 | 2:03:59 | 3:04:41
297
+ 12100 | 1 | 0.088804 | 0.117187 | 6.65e-06 | 2:04:28 | 3:04:09
298
+ 12150 | 1 | 0.144094 | 0.118125 | 6.62e-06 | 2:04:58 | 3:03:36
299
+ 12200 | 1 | 0.178567 | 0.117015 | 6.60e-06 | 2:05:28 | 3:03:03
300
+ 12250 | 1 | 0.110916 | 0.117066 | 6.57e-06 | 2:05:57 | 3:02:30
301
+ 12300 | 1 | 0.104837 | 0.117492 | 6.55e-06 | 2:06:27 | 3:01:58
302
+ 12350 | 1 | 0.131384 | 0.117563 | 6.52e-06 | 2:06:56 | 3:01:25
303
+ 12400 | 1 | 0.268837 | 0.118503 | 6.49e-06 | 2:07:26 | 3:00:52
304
+ 12450 | 1 | 0.133510 | 0.118840 | 6.47e-06 | 2:07:55 | 3:00:20
305
+ 12500 | 1 | 0.146143 | 0.118773 | 6.44e-06 | 2:08:25 | 2:59:47
306
+ 12550 | 1 | 0.044379 | 0.118531 | 6.42e-06 | 2:08:55 | 2:59:15
307
+ 12600 | 1 | 0.013637 | 0.116951 | 6.39e-06 | 2:09:24 | 2:58:42
308
+ 12650 | 1 | 0.000926 | 0.114051 | 6.37e-06 | 2:09:54 | 2:58:10
309
+ 12700 | 1 | 0.151895 | 0.114639 | 6.34e-06 | 2:10:23 | 2:57:37
310
+ 12750 | 1 | 0.110697 | 0.114987 | 6.32e-06 | 2:10:53 | 2:57:05
311
+ 12800 | 1 | 0.044486 | 0.113200 | 6.29e-06 | 2:11:23 | 2:56:32
312
+ 12850 | 1 | 0.058695 | 0.112232 | 6.26e-06 | 2:11:52 | 2:56:00
313
+ 12900 | 1 | 0.013990 | 0.111717 | 6.24e-06 | 2:12:22 | 2:55:28
314
+ 12950 | 1 | 0.060261 | 0.111949 | 6.21e-06 | 2:12:51 | 2:54:55
315
+ 13000 | 1 | 0.001749 | 0.110917 | 6.19e-06 | 2:13:21 | 2:54:23
316
+ [14:09:18] Generating 16 validation images ...
317
+ [14:09:39] Validation step 13000: 16 images -> RESULTS/102flowers/run_012/validation/collage_step_0013000.png
318
+ 13050 | 1 | 0.062171 | 0.109597 | 6.16e-06 | 2:14:12 | 2:54:19
319
+ 13100 | 1 | 0.098232 | 0.110489 | 6.13e-06 | 2:14:42 | 2:53:46
320
+ 13150 | 1 | 0.175279 | 0.110387 | 6.11e-06 | 2:15:11 | 2:53:14
321
+ 13200 | 1 | 0.096102 | 0.109888 | 6.08e-06 | 2:15:41 | 2:52:41
322
+ 13250 | 1 | 0.036450 | 0.109543 | 6.06e-06 | 2:16:10 | 2:52:09
323
+ 13300 | 1 | 0.098807 | 0.108820 | 6.03e-06 | 2:16:40 | 2:51:36
324
+ 13350 | 1 | 0.219805 | 0.110233 | 6.00e-06 | 2:17:10 | 2:51:04
325
+ 13400 | 1 | 0.144991 | 0.110340 | 5.98e-06 | 2:17:39 | 2:50:32
326
+ 13450 | 1 | 0.162329 | 0.110933 | 5.95e-06 | 2:18:09 | 2:50:00
327
+ 13500 | 1 | 0.115374 | 0.111444 | 5.93e-06 | 2:18:39 | 2:49:27
328
+ 13550 | 1 | 0.102722 | 0.111601 | 5.90e-06 | 2:19:08 | 2:48:55
329
+ 13600 | 1 | 0.248309 | 0.110226 | 5.87e-06 | 2:19:38 | 2:48:23
330
+ 13650 | 1 | 0.155181 | 0.110917 | 5.85e-06 | 2:20:07 | 2:47:50
331
+ 13700 | 1 | 0.080186 | 0.110620 | 5.82e-06 | 2:20:37 | 2:47:18
332
+ 13750 | 1 | 0.137156 | 0.111906 | 5.80e-06 | 2:21:07 | 2:46:46
333
+ 13800 | 1 | 0.117776 | 0.112727 | 5.77e-06 | 2:21:36 | 2:46:14
334
+ 13850 | 1 | 0.103857 | 0.111828 | 5.74e-06 | 2:22:06 | 2:45:42
335
+ 13900 | 1 | 0.184636 | 0.113306 | 5.72e-06 | 2:22:35 | 2:45:10
336
+ 13950 | 1 | 0.203048 | 0.115306 | 5.69e-06 | 2:23:05 | 2:44:37
337
+ 14000 | 1 | 0.169486 | 0.116554 | 5.66e-06 | 2:23:34 | 2:44:05
338
+ [14:19:41] Saved checkpoint -> RESULTS/102flowers/run_012/checkpoint-14000
339
+ [14:19:43] Generating 16 validation images ...
340
+ [14:20:04] Validation step 14000: 16 images -> RESULTS/102flowers/run_012/validation/collage_step_0014000.png
341
+ 14050 | 1 | 0.143153 | 0.116610 | 5.64e-06 | 2:24:36 | 2:44:10
342
+ 14100 | 1 | 0.096203 | 0.116597 | 5.61e-06 | 2:25:06 | 2:43:37
343
+ 14150 | 1 | 0.124642 | 0.116484 | 5.58e-06 | 2:25:35 | 2:43:05
344
+ 14200 | 1 | 0.162282 | 0.116740 | 5.56e-06 | 2:26:05 | 2:42:33
345
+ 14250 | 1 | 0.104202 | 0.115599 | 5.53e-06 | 2:26:35 | 2:42:00
346
+ 14300 | 1 | 0.174193 | 0.115422 | 5.50e-06 | 2:27:04 | 2:41:28
347
+ [14:23:19] --- Epoch 1 | Steps: 7165 | Avg Loss: 0.116834 ---
348
+ 14350 | 2 | 0.297814 | 0.117157 | 5.48e-06 | 2:27:34 | 2:40:56
349
+ 14400 | 2 | 0.105865 | 0.116988 | 5.45e-06 | 2:28:03 | 2:40:24
350
+ 14450 | 2 | 0.021438 | 0.117131 | 5.43e-06 | 2:28:33 | 2:39:51
351
+ 14500 | 2 | 0.110264 | 0.117913 | 5.40e-06 | 2:29:02 | 2:39:19
352
+ 14550 | 2 | 0.088652 | 0.118581 | 5.37e-06 | 2:29:32 | 2:38:47
353
+ 14600 | 2 | 0.209489 | 0.119105 | 5.35e-06 | 2:30:01 | 2:38:14
354
+ 14650 | 2 | 0.202075 | 0.120969 | 5.32e-06 | 2:30:31 | 2:37:42
355
+ 14700 | 2 | 0.389677 | 0.124009 | 5.29e-06 | 2:31:00 | 2:37:10
356
+ 14750 | 2 | 0.165033 | 0.124736 | 5.27e-06 | 2:31:30 | 2:36:38
357
+ 14800 | 2 | 0.111830 | 0.124463 | 5.24e-06 | 2:31:59 | 2:36:06
358
+ 14850 | 2 | 0.027719 | 0.124498 | 5.21e-06 | 2:32:29 | 2:35:33
359
+ 14900 | 2 | 0.133485 | 0.125348 | 5.19e-06 | 2:32:58 | 2:35:01
360
+ 14950 | 2 | 0.049360 | 0.125774 | 5.16e-06 | 2:33:28 | 2:34:29
361
+ 15000 | 2 | 0.125084 | 0.124759 | 5.13e-06 | 2:33:57 | 2:33:57
362
+ [14:29:54] Generating 16 validation images ...
363
+ [14:30:15] Validation step 15000: 16 images -> RESULTS/102flowers/run_012/validation/collage_step_0015000.png
364
+ 15050 | 2 | 0.260865 | 0.123961 | 5.11e-06 | 2:34:48 | 2:33:46
365
+ 15100 | 2 | 0.044095 | 0.123040 | 5.08e-06 | 2:35:17 | 2:33:14
366
+ 15150 | 2 | 0.043034 | 0.122210 | 5.05e-06 | 2:35:47 | 2:32:42
367
+ 15200 | 2 | 0.096518 | 0.120687 | 5.03e-06 | 2:36:16 | 2:32:09
368
+ 15250 | 2 | 0.003073 | 0.119135 | 5.00e-06 | 2:36:46 | 2:31:37
369
+ 15300 | 2 | 0.112801 | 0.118782 | 4.97e-06 | 2:37:15 | 2:31:05
370
+ 15350 | 2 | 0.066856 | 0.119269 | 4.95e-06 | 2:37:44 | 2:30:33
371
+ 15400 | 2 | 0.050547 | 0.118353 | 4.92e-06 | 2:38:14 | 2:30:01
372
+ 15450 | 2 | 0.090430 | 0.116275 | 4.89e-06 | 2:38:43 | 2:29:29
373
+ 15500 | 2 | 0.068795 | 0.116737 | 4.87e-06 | 2:39:13 | 2:28:57
374
+ 15550 | 2 | 0.209701 | 0.117020 | 4.84e-06 | 2:39:42 | 2:28:24
375
+ 15600 | 2 | 0.093559 | 0.117184 | 4.81e-06 | 2:40:12 | 2:27:52
376
+ 15650 | 2 | 0.146188 | 0.118184 | 4.79e-06 | 2:40:41 | 2:27:20
377
+ 15700 | 2 | 0.082665 | 0.118316 | 4.76e-06 | 2:41:11 | 2:26:48
378
+ 15750 | 2 | 0.071107 | 0.117998 | 4.73e-06 | 2:41:40 | 2:26:16
379
+ 15800 | 2 | 0.217759 | 0.119898 | 4.71e-06 | 2:42:10 | 2:25:44
380
+ 15850 | 2 | 0.044706 | 0.117011 | 4.68e-06 | 2:42:39 | 2:25:13
381
+ 15900 | 2 | 0.101998 | 0.117711 | 4.65e-06 | 2:43:09 | 2:24:41
382
+ 15950 | 2 | 0.098379 | 0.117925 | 4.63e-06 | 2:43:38 | 2:24:09
383
+ 16000 | 2 | 0.127514 | 0.118485 | 4.60e-06 | 2:44:08 | 2:23:37
384
+ [14:40:12] Saved checkpoint -> RESULTS/102flowers/run_012/checkpoint-16000
385
+ [14:40:14] Generating 16 validation images ...
386
+ [14:40:35] Validation step 16000: 16 images -> RESULTS/102flowers/run_012/validation/collage_step_0016000.png
387
+ 16050 | 2 | 0.165405 | 0.118731 | 4.57e-06 | 2:45:07 | 2:23:31
388
+ 16100 | 2 | 0.091207 | 0.117931 | 4.55e-06 | 2:45:37 | 2:22:59
389
+ 16150 | 2 | 0.095608 | 0.118555 | 4.52e-06 | 2:46:06 | 2:22:27
390
+ 16200 | 2 | 0.237920 | 0.119538 | 4.50e-06 | 2:46:36 | 2:21:55
391
+ 16250 | 2 | 0.259168 | 0.121518 | 4.47e-06 | 2:47:05 | 2:21:23
392
+ 16300 | 2 | 0.079432 | 0.121204 | 4.44e-06 | 2:47:35 | 2:20:51
393
+ 16350 | 2 | 0.097860 | 0.119841 | 4.42e-06 | 2:48:04 | 2:20:19
394
+ 16400 | 2 | 0.015850 | 0.119801 | 4.39e-06 | 2:48:34 | 2:19:47
395
+ 16450 | 2 | 0.140451 | 0.119944 | 4.36e-06 | 2:49:03 | 2:19:15
396
+ 16500 | 2 | 0.132923 | 0.120930 | 4.34e-06 | 2:49:33 | 2:18:43
397
+ 16550 | 2 | 0.025616 | 0.120589 | 4.31e-06 | 2:50:02 | 2:18:11
398
+ 16600 | 2 | 0.296312 | 0.123088 | 4.28e-06 | 2:50:32 | 2:17:39
399
+ 16650 | 2 | 0.170626 | 0.123004 | 4.26e-06 | 2:51:01 | 2:17:07
400
+ 16700 | 2 | 0.021242 | 0.121153 | 4.23e-06 | 2:51:31 | 2:16:35
401
+ 16750 | 2 | 0.425437 | 0.125281 | 4.20e-06 | 2:52:00 | 2:16:04
402
+ 16800 | 2 | 0.005176 | 0.124997 | 4.18e-06 | 2:52:30 | 2:15:32
403
+ 16850 | 2 | 0.013697 | 0.124267 | 4.15e-06 | 2:52:59 | 2:15:00
404
+ 16900 | 2 | 0.126947 | 0.123813 | 4.13e-06 | 2:53:29 | 2:14:28
405
+ 16950 | 2 | 0.028276 | 0.122726 | 4.10e-06 | 2:53:58 | 2:13:56
406
+ 17000 | 2 | 0.149997 | 0.120157 | 4.07e-06 | 2:54:28 | 2:13:25
407
+ [14:50:25] Generating 16 validation images ...
408
+ [14:50:46] Validation step 17000: 16 images -> RESULTS/102flowers/run_012/validation/collage_step_0017000.png
409
+ 17050 | 2 | 0.154620 | 0.121265 | 4.05e-06 | 2:55:19 | 2:13:09
410
+ 17100 | 2 | 0.045690 | 0.120834 | 4.02e-06 | 2:55:48 | 2:12:37
411
+ 17150 | 2 | 0.094051 | 0.120334 | 4.00e-06 | 2:56:18 | 2:12:05
412
+ 17200 | 2 | 0.120732 | 0.119755 | 3.97e-06 | 2:56:47 | 2:11:34
413
+ 17250 | 2 | 0.068497 | 0.119331 | 3.94e-06 | 2:57:17 | 2:11:02
414
+ 17300 | 2 | 0.348091 | 0.121764 | 3.92e-06 | 2:57:46 | 2:10:30
415
+ 17350 | 2 | 0.079880 | 0.121249 | 3.89e-06 | 2:58:16 | 2:09:58
416
+ 17400 | 2 | 0.334990 | 0.121910 | 3.87e-06 | 2:58:45 | 2:09:27
417
+ 17450 | 2 | 0.203425 | 0.122609 | 3.84e-06 | 2:59:15 | 2:08:55
418
+ 17500 | 2 | 0.037170 | 0.121520 | 3.81e-06 | 2:59:45 | 2:08:23
419
+ 17550 | 2 | 0.257408 | 0.123650 | 3.79e-06 | 3:00:14 | 2:07:51
420
+ 17600 | 2 | 0.066991 | 0.124183 | 3.76e-06 | 3:00:44 | 2:07:20
421
+ 17650 | 2 | 0.033452 | 0.124509 | 3.74e-06 | 3:01:13 | 2:06:48
422
+ 17700 | 2 | 0.085524 | 0.123845 | 3.71e-06 | 3:01:43 | 2:06:16
423
+ 17750 | 2 | 0.091330 | 0.123651 | 3.68e-06 | 3:02:13 | 2:05:45
424
+ 17800 | 2 | 0.149612 | 0.124703 | 3.66e-06 | 3:02:42 | 2:05:13
425
+ 17850 | 2 | 0.038915 | 0.124505 | 3.63e-06 | 3:03:12 | 2:04:42
426
+ 17900 | 2 | 0.022429 | 0.124589 | 3.61e-06 | 3:03:41 | 2:04:10
427
+ 17950 | 2 | 0.001984 | 0.124006 | 3.58e-06 | 3:04:11 | 2:03:38
428
+ 18000 | 2 | 0.000971 | 0.123999 | 3.56e-06 | 3:04:41 | 2:03:07
429
+ [15:00:45] Saved checkpoint -> RESULTS/102flowers/run_012/checkpoint-18000
430
+ [15:00:47] Generating 16 validation images ...
431
+ [15:01:08] Validation step 18000: 16 images -> RESULTS/102flowers/run_012/validation/collage_step_0018000.png
432
+ 18050 | 2 | 0.023069 | 0.123608 | 3.53e-06 | 3:05:40 | 2:02:55
433
+ 18100 | 2 | 0.089240 | 0.123518 | 3.51e-06 | 3:06:10 | 2:02:23
434
+ 18150 | 2 | 0.106433 | 0.122829 | 3.48e-06 | 3:06:39 | 2:01:52
435
+ 18200 | 2 | 0.010810 | 0.121976 | 3.45e-06 | 3:07:09 | 2:01:20
436
+ 18250 | 2 | 0.188274 | 0.123495 | 3.43e-06 | 3:07:38 | 2:00:48
437
+ 18300 | 2 | 0.403676 | 0.126543 | 3.40e-06 | 3:08:08 | 2:00:17
438
+ 18350 | 2 | 0.000720 | 0.124352 | 3.38e-06 | 3:08:37 | 1:59:45
439
+ 18400 | 2 | 0.163780 | 0.124540 | 3.35e-06 | 3:09:07 | 1:59:13
440
+ 18450 | 2 | 0.066980 | 0.123587 | 3.33e-06 | 3:09:37 | 1:58:42
441
+ 18500 | 2 | 0.070419 | 0.123137 | 3.30e-06 | 3:10:06 | 1:58:10
442
+ 18550 | 2 | 0.108492 | 0.123195 | 3.28e-06 | 3:10:36 | 1:57:39
443
+ 18600 | 2 | 0.149111 | 0.122203 | 3.25e-06 | 3:11:05 | 1:57:07
444
+ 18650 | 2 | 0.133651 | 0.121988 | 3.23e-06 | 3:11:35 | 1:56:35
445
+ 18700 | 2 | 0.249423 | 0.123680 | 3.20e-06 | 3:12:04 | 1:56:04
446
+ 18750 | 2 | 0.093120 | 0.123240 | 3.18e-06 | 3:12:34 | 1:55:32
447
+ 18800 | 2 | 0.067677 | 0.122739 | 3.15e-06 | 3:13:04 | 1:55:01
448
+ 18850 | 2 | 0.164222 | 0.123342 | 3.13e-06 | 3:13:33 | 1:54:29
449
+ 18900 | 2 | 0.118284 | 0.122679 | 3.11e-06 | 3:14:03 | 1:53:58
450
+ 18950 | 2 | 0.169510 | 0.122343 | 3.08e-06 | 3:14:32 | 1:53:26
451
+ 19000 | 2 | 0.101867 | 0.121667 | 3.06e-06 | 3:15:02 | 1:52:55
452
+ [15:10:59] Generating 16 validation images ...
453
+ [15:11:20] Validation step 19000: 16 images -> RESULTS/102flowers/run_012/validation/collage_step_0019000.png
454
+ 19050 | 2 | 0.124967 | 0.121485 | 3.03e-06 | 3:15:53 | 1:52:35
455
+ 19100 | 2 | 0.121344 | 0.121737 | 3.01e-06 | 3:16:22 | 1:52:04
456
+ 19150 | 2 | 0.008459 | 0.120575 | 2.98e-06 | 3:16:52 | 1:51:32
457
+ 19200 | 2 | 0.114552 | 0.120098 | 2.96e-06 | 3:17:22 | 1:51:01
458
+ 19250 | 2 | 0.066744 | 0.119723 | 2.93e-06 | 3:17:51 | 1:50:29
459
+ 19300 | 2 | 0.002306 | 0.118004 | 2.91e-06 | 3:18:21 | 1:49:58
460
+ 19350 | 2 | 0.095924 | 0.115985 | 2.89e-06 | 3:18:50 | 1:49:26
461
+ 19400 | 2 | 0.043341 | 0.115360 | 2.86e-06 | 3:19:20 | 1:48:55
462
+ 19450 | 2 | 0.110873 | 0.116254 | 2.84e-06 | 3:19:49 | 1:48:23
463
+ 19500 | 2 | 0.090439 | 0.116056 | 2.81e-06 | 3:20:19 | 1:47:52
464
+ 19550 | 2 | 0.171899 | 0.116889 | 2.79e-06 | 3:20:48 | 1:47:20
465
+ 19600 | 2 | 0.188528 | 0.116679 | 2.77e-06 | 3:21:18 | 1:46:49
466
+ 19650 | 2 | 0.169920 | 0.116357 | 2.74e-06 | 3:21:48 | 1:46:17
467
+ 19700 | 2 | 0.115438 | 0.113615 | 2.72e-06 | 3:22:17 | 1:45:46
468
+ 19750 | 2 | 0.098449 | 0.112949 | 2.69e-06 | 3:22:47 | 1:45:14
469
+ 19800 | 2 | 0.172305 | 0.113554 | 2.67e-06 | 3:23:16 | 1:44:43
470
+ 19850 | 2 | 0.075741 | 0.114034 | 2.65e-06 | 3:23:46 | 1:44:11
471
+ 19900 | 2 | 0.118461 | 0.113884 | 2.62e-06 | 3:24:15 | 1:43:40
472
+ 19950 | 2 | 0.073278 | 0.114123 | 2.60e-06 | 3:24:45 | 1:43:08
473
+ 20000 | 2 | 0.092913 | 0.113801 | 2.58e-06 | 3:25:14 | 1:42:37
474
+ [15:21:18] Saved checkpoint -> RESULTS/102flowers/run_012/checkpoint-20000
475
+ [15:21:19] Generating 16 validation images ...
476
+ [15:21:41] Validation step 20000: 16 images -> RESULTS/102flowers/run_012/validation/collage_step_0020000.png
477
+ 20050 | 2 | 0.122099 | 0.112414 | 2.55e-06 | 3:26:14 | 1:42:20
478
+ 20100 | 2 | 0.077945 | 0.112752 | 2.53e-06 | 3:26:43 | 1:41:49
479
+ 20150 | 2 | 0.123787 | 0.113560 | 2.51e-06 | 3:27:13 | 1:41:17
480
+ 20200 | 2 | 0.043968 | 0.113034 | 2.48e-06 | 3:27:42 | 1:40:46
481
+ 20250 | 2 | 0.212629 | 0.115130 | 2.46e-06 | 3:28:12 | 1:40:14
482
+ 20300 | 2 | 0.049387 | 0.114496 | 2.44e-06 | 3:28:42 | 1:39:43
483
+ 20350 | 2 | 0.209165 | 0.115919 | 2.42e-06 | 3:29:11 | 1:39:12
484
+ 20400 | 2 | 0.196980 | 0.117383 | 2.39e-06 | 3:29:41 | 1:38:40
485
+ 20450 | 2 | 0.274860 | 0.119227 | 2.37e-06 | 3:30:10 | 1:38:09
486
+ 20500 | 2 | 0.046432 | 0.119004 | 2.35e-06 | 3:30:40 | 1:37:37
487
+ 20550 | 2 | 0.085558 | 0.117762 | 2.33e-06 | 3:31:10 | 1:37:06
488
+ 20600 | 2 | 0.124703 | 0.118074 | 2.30e-06 | 3:31:39 | 1:36:35
489
+ 20650 | 2 | 0.094742 | 0.117559 | 2.28e-06 | 3:32:09 | 1:36:03
490
+ 20700 | 2 | 0.115864 | 0.117891 | 2.26e-06 | 3:32:38 | 1:35:32
491
+ 20750 | 2 | 0.184811 | 0.119028 | 2.24e-06 | 3:33:08 | 1:35:00
492
+ 20800 | 2 | 0.112244 | 0.117973 | 2.21e-06 | 3:33:38 | 1:34:29
493
+ 20850 | 2 | 0.159901 | 0.119125 | 2.19e-06 | 3:34:07 | 1:33:58
494
+ 20900 | 2 | 0.015333 | 0.118259 | 2.17e-06 | 3:34:37 | 1:33:26
495
+ 20950 | 2 | 0.017514 | 0.117450 | 2.15e-06 | 3:35:06 | 1:32:55
496
+ 21000 | 2 | 0.064967 | 0.116824 | 2.13e-06 | 3:35:36 | 1:32:24
497
+ [15:31:34] Generating 16 validation images ...
498
+ [15:31:56] Validation step 21000: 16 images -> RESULTS/102flowers/run_012/validation/collage_step_0021000.png
499
+ 21050 | 2 | 0.061770 | 0.115788 | 2.10e-06 | 3:36:28 | 1:32:02
500
+ 21100 | 2 | 0.106570 | 0.115942 | 2.08e-06 | 3:36:58 | 1:31:31
501
+ 21150 | 2 | 0.143336 | 0.116419 | 2.06e-06 | 3:37:27 | 1:30:59
502
+ 21200 | 2 | 0.019603 | 0.114236 | 2.04e-06 | 3:37:57 | 1:30:28
503
+ 21250 | 2 | 0.082937 | 0.112473 | 2.02e-06 | 3:38:26 | 1:29:56
504
+ 21300 | 2 | 0.049957 | 0.112179 | 2.00e-06 | 3:38:56 | 1:29:25
505
+ 21350 | 2 | 0.189311 | 0.113093 | 1.98e-06 | 3:39:26 | 1:28:54
506
+ 21400 | 2 | 0.174281 | 0.114678 | 1.95e-06 | 3:39:55 | 1:28:22
507
+ 21450 | 2 | 0.080536 | 0.114078 | 1.93e-06 | 3:40:25 | 1:27:51
508
+ [15:36:48] --- Epoch 2 | Steps: 7165 | Avg Loss: 0.116957 ---
509
+ 21500 | 3 | 0.143876 | 0.114188 | 1.91e-06 | 3:40:54 | 1:27:20
510
+ 21550 | 3 | 0.066125 | 0.114593 | 1.89e-06 | 3:41:24 | 1:26:48
511
+ 21600 | 3 | 0.105049 | 0.112680 | 1.87e-06 | 3:41:53 | 1:26:17
512
+ 21650 | 3 | 0.114410 | 0.112118 | 1.85e-06 | 3:42:23 | 1:25:46
513
+ 21700 | 3 | 0.120648 | 0.113112 | 1.83e-06 | 3:42:53 | 1:25:15
514
+ 21750 | 3 | 0.184525 | 0.110703 | 1.81e-06 | 3:43:22 | 1:24:43
515
+ 21800 | 3 | 0.043133 | 0.111083 | 1.79e-06 | 3:43:52 | 1:24:12
516
+ 21850 | 3 | 0.098372 | 0.111930 | 1.77e-06 | 3:44:21 | 1:23:41
517
+ 21900 | 3 | 0.112651 | 0.111787 | 1.75e-06 | 3:44:51 | 1:23:09
518
+ 21950 | 3 | 0.080684 | 0.112311 | 1.73e-06 | 3:45:20 | 1:22:38
519
+ 22000 | 3 | 0.054464 | 0.111355 | 1.71e-06 | 3:45:50 | 1:22:07
520
+ [15:41:56] Saved checkpoint -> RESULTS/102flowers/run_012/checkpoint-22000
521
+ [15:41:59] Generating 16 validation images ...
522
+ [15:42:20] Validation step 22000: 16 images -> RESULTS/102flowers/run_012/validation/collage_step_0022000.png
523
+ 22050 | 3 | 0.224017 | 0.112049 | 1.69e-06 | 3:46:52 | 1:21:48
524
+ 22100 | 3 | 0.167314 | 0.113266 | 1.67e-06 | 3:47:22 | 1:21:16
525
+ 22150 | 3 | 0.151851 | 0.113844 | 1.65e-06 | 3:47:52 | 1:20:45
526
+ 22200 | 3 | 0.065043 | 0.113287 | 1.63e-06 | 3:48:21 | 1:20:14
527
+ 22250 | 3 | 0.103409 | 0.113636 | 1.61e-06 | 3:48:51 | 1:19:42
528
+ 22300 | 3 | 0.113124 | 0.111286 | 1.59e-06 | 3:49:20 | 1:19:11
529
+ 22350 | 3 | 0.109062 | 0.111578 | 1.57e-06 | 3:49:50 | 1:18:40
530
+ 22400 | 3 | 0.014491 | 0.108373 | 1.55e-06 | 3:50:20 | 1:18:08
531
+ 22450 | 3 | 0.043668 | 0.106775 | 1.53e-06 | 3:50:49 | 1:17:37
532
+ 22500 | 3 | 0.153064 | 0.107934 | 1.51e-06 | 3:51:19 | 1:17:06
533
+ 22550 | 3 | 0.153100 | 0.106891 | 1.49e-06 | 3:51:48 | 1:16:35
534
+ 22600 | 3 | 0.074749 | 0.106969 | 1.47e-06 | 3:52:18 | 1:16:03
535
+ 22650 | 3 | 0.169347 | 0.108328 | 1.46e-06 | 3:52:47 | 1:15:32
536
+ 22700 | 3 | 0.170602 | 0.109179 | 1.44e-06 | 3:53:17 | 1:15:01
537
+ 22750 | 3 | 0.087489 | 0.109140 | 1.42e-06 | 3:53:47 | 1:14:30
538
+ 22800 | 3 | 0.288232 | 0.110526 | 1.40e-06 | 3:54:16 | 1:13:58
539
+ 22850 | 3 | 0.027741 | 0.110415 | 1.38e-06 | 3:54:46 | 1:13:27
540
+ 22900 | 3 | 0.044447 | 0.110635 | 1.36e-06 | 3:55:15 | 1:12:56
541
+ 22950 | 3 | 0.065813 | 0.111273 | 1.34e-06 | 3:55:45 | 1:12:25
542
+ 23000 | 3 | 0.170275 | 0.112966 | 1.33e-06 | 3:56:14 | 1:11:54
543
+ [15:52:12] Generating 16 validation images ...
544
+ [15:52:33] Validation step 23000: 16 images -> RESULTS/102flowers/run_012/validation/collage_step_0023000.png
545
+ 23050 | 3 | 0.091994 | 0.113655 | 1.31e-06 | 3:57:05 | 1:11:29
546
+ 23100 | 3 | 0.233762 | 0.115101 | 1.29e-06 | 3:57:35 | 1:10:58
547
+ 23150 | 3 | 0.083954 | 0.114876 | 1.27e-06 | 3:58:05 | 1:10:26
548
+ 23200 | 3 | 0.073387 | 0.115502 | 1.25e-06 | 3:58:34 | 1:09:55
549
+ 23250 | 3 | 0.023421 | 0.113853 | 1.24e-06 | 3:59:04 | 1:09:24
550
+ 23300 | 3 | 0.110959 | 0.110926 | 1.22e-06 | 3:59:33 | 1:08:53
551
+ 23350 | 3 | 0.110702 | 0.112026 | 1.20e-06 | 4:00:03 | 1:08:22
552
+ 23400 | 3 | 0.247107 | 0.112859 | 1.19e-06 | 4:00:32 | 1:07:50
553
+ 23450 | 3 | 0.256184 | 0.114751 | 1.17e-06 | 4:01:02 | 1:07:19
554
+ 23500 | 3 | 0.141951 | 0.115466 | 1.15e-06 | 4:01:32 | 1:06:48
555
+ 23550 | 3 | 0.119023 | 0.115572 | 1.13e-06 | 4:02:01 | 1:06:17
556
+ 23600 | 3 | 0.083834 | 0.114919 | 1.12e-06 | 4:02:31 | 1:05:46
557
+ 23650 | 3 | 0.104434 | 0.114627 | 1.10e-06 | 4:03:00 | 1:05:14
558
+ 23700 | 3 | 0.100937 | 0.113142 | 1.08e-06 | 4:03:30 | 1:04:43
559
+ 23750 | 3 | 0.013257 | 0.112343 | 1.07e-06 | 4:03:59 | 1:04:12
560
+ 23800 | 3 | 0.171640 | 0.113383 | 1.05e-06 | 4:04:29 | 1:03:41
561
+ 23850 | 3 | 0.059773 | 0.112338 | 1.03e-06 | 4:04:59 | 1:03:10
562
+ 23900 | 3 | 0.084983 | 0.112005 | 1.02e-06 | 4:05:28 | 1:02:39
563
+ 23950 | 3 | 0.251793 | 0.112828 | 1.00e-06 | 4:05:58 | 1:02:08
564
+ 24000 | 3 | 0.204080 | 0.113850 | 9.86e-07 | 4:06:27 | 1:01:36
565
+ [16:02:33] Saved checkpoint -> RESULTS/102flowers/run_012/checkpoint-24000
566
+ [16:02:35] Generating 16 validation images ...
567
+ [16:02:56] Validation step 24000: 16 images -> RESULTS/102flowers/run_012/validation/collage_step_0024000.png
568
+ 24050 | 3 | 0.135551 | 0.113956 | 9.71e-07 | 4:07:29 | 1:01:13
569
+ 24100 | 3 | 0.239708 | 0.115140 | 9.55e-07 | 4:07:58 | 1:00:42
570
+ 24150 | 3 | 0.196249 | 0.117018 | 9.39e-07 | 4:08:28 | 1:00:11
571
+ 24200 | 3 | 0.105571 | 0.116928 | 9.24e-07 | 4:08:57 | 0:59:40
572
+ 24250 | 3 | 0.184582 | 0.118106 | 9.08e-07 | 4:09:27 | 0:59:08
573
+ 24300 | 3 | 0.101331 | 0.119096 | 8.93e-07 | 4:09:56 | 0:58:37
574
+ 24350 | 3 | 0.110895 | 0.119246 | 8.78e-07 | 4:10:26 | 0:58:06
575
+ 24400 | 3 | 0.145480 | 0.120268 | 8.63e-07 | 4:10:55 | 0:57:35
576
+ 24450 | 3 | 0.066065 | 0.119819 | 8.48e-07 | 4:11:25 | 0:57:04
577
+ 24500 | 3 | 0.232753 | 0.121243 | 8.33e-07 | 4:11:55 | 0:56:33
578
+ 24550 | 3 | 0.058492 | 0.120109 | 8.19e-07 | 4:12:24 | 0:56:02
579
+ 24600 | 3 | 0.348058 | 0.121704 | 8.04e-07 | 4:12:54 | 0:55:30
580
+ 24650 | 3 | 0.002672 | 0.120031 | 7.90e-07 | 4:13:23 | 0:54:59
581
+ 24700 | 3 | 0.020352 | 0.119081 | 7.76e-07 | 4:13:53 | 0:54:28
582
+ 24750 | 3 | 0.098023 | 0.119076 | 7.61e-07 | 4:14:22 | 0:53:57
583
+ 24800 | 3 | 0.134674 | 0.118700 | 7.47e-07 | 4:14:52 | 0:53:26
584
+ 24850 | 3 | 0.016983 | 0.118112 | 7.33e-07 | 4:15:21 | 0:52:55
585
+ 24900 | 3 | 0.065515 | 0.117583 | 7.20e-07 | 4:15:51 | 0:52:24
586
+ 24950 | 3 | 0.072663 | 0.117577 | 7.06e-07 | 4:16:21 | 0:51:53
587
+ 25000 | 3 | 0.085379 | 0.117501 | 6.92e-07 | 4:16:50 | 0:51:22
588
+ [16:12:48] Generating 16 validation images ...
589
+ [16:13:08] Validation step 25000: 16 images -> RESULTS/102flowers/run_012/validation/collage_step_0025000.png
590
+ 25050 | 3 | 0.108706 | 0.117367 | 6.79e-07 | 4:17:41 | 0:50:55
591
+ 25100 | 3 | 0.275582 | 0.119344 | 6.65e-07 | 4:18:11 | 0:50:24
592
+ 25150 | 3 | 0.034456 | 0.118451 | 6.52e-07 | 4:18:40 | 0:49:53
593
+ 25200 | 3 | 0.102249 | 0.119033 | 6.39e-07 | 4:19:10 | 0:49:21
594
+ 25250 | 3 | 0.058242 | 0.117489 | 6.26e-07 | 4:19:39 | 0:48:50
595
+ 25300 | 3 | 0.072168 | 0.117717 | 6.13e-07 | 4:20:09 | 0:48:19
596
+ 25350 | 3 | 0.179012 | 0.117416 | 6.01e-07 | 4:20:39 | 0:47:48
597
+ 25400 | 3 | 0.089178 | 0.116338 | 5.88e-07 | 4:21:08 | 0:47:17
598
+ 25450 | 3 | 0.224326 | 0.115832 | 5.76e-07 | 4:21:38 | 0:46:46
599
+ 25500 | 3 | 0.076090 | 0.116129 | 5.63e-07 | 4:22:07 | 0:46:15
600
+ 25550 | 3 | 0.060294 | 0.115876 | 5.51e-07 | 4:22:37 | 0:45:44
601
+ 25600 | 3 | 0.034171 | 0.114971 | 5.39e-07 | 4:23:07 | 0:45:13
602
+ 25650 | 3 | 0.074836 | 0.114772 | 5.27e-07 | 4:23:36 | 0:44:42
603
+ 25700 | 3 | 0.103135 | 0.114645 | 5.15e-07 | 4:24:06 | 0:44:11
604
+ 25750 | 3 | 0.099824 | 0.113795 | 5.03e-07 | 4:24:35 | 0:43:40
605
+ 25800 | 3 | 0.115938 | 0.113832 | 4.92e-07 | 4:25:05 | 0:43:09
606
+ 25850 | 3 | 0.225427 | 0.114487 | 4.80e-07 | 4:25:35 | 0:42:38
607
+ 25900 | 3 | 0.353590 | 0.117870 | 4.69e-07 | 4:26:04 | 0:42:07
608
+ 25950 | 3 | 0.103237 | 0.118727 | 4.58e-07 | 4:26:34 | 0:41:36
609
+ 26000 | 3 | 0.008788 | 0.118165 | 4.47e-07 | 4:27:03 | 0:41:05
610
+ [16:23:09] Saved checkpoint -> RESULTS/102flowers/run_012/checkpoint-26000
611
+ [16:23:11] Generating 16 validation images ...
612
+ [16:23:32] Validation step 26000: 16 images -> RESULTS/102flowers/run_012/validation/collage_step_0026000.png
613
+ 26050 | 3 | 0.276017 | 0.120307 | 4.36e-07 | 4:28:05 | 0:40:39
614
+ 26100 | 3 | 0.045906 | 0.119701 | 4.25e-07 | 4:28:34 | 0:40:07
615
+ 26150 | 3 | 0.216943 | 0.120437 | 4.14e-07 | 4:29:04 | 0:39:36
616
+ 26200 | 3 | 0.209805 | 0.122339 | 4.04e-07 | 4:29:33 | 0:39:05
617
+ 26250 | 3 | 0.021094 | 0.121720 | 3.93e-07 | 4:30:03 | 0:38:34
618
+ 26300 | 3 | 0.172242 | 0.122943 | 3.83e-07 | 4:30:32 | 0:38:03
619
+ 26350 | 3 | 0.180217 | 0.122852 | 3.73e-07 | 4:31:02 | 0:37:32
620
+ 26400 | 3 | 0.220793 | 0.123318 | 3.63e-07 | 4:31:32 | 0:37:01
621
+ 26450 | 3 | 0.078134 | 0.123293 | 3.53e-07 | 4:32:01 | 0:36:30
622
+ 26500 | 3 | 0.010689 | 0.121962 | 3.43e-07 | 4:32:31 | 0:35:59
623
+ 26550 | 3 | 0.146514 | 0.122766 | 3.34e-07 | 4:33:00 | 0:35:28
624
+ 26600 | 3 | 0.101529 | 0.122730 | 3.24e-07 | 4:33:30 | 0:34:57
625
+ 26650 | 3 | 0.101873 | 0.122605 | 3.15e-07 | 4:33:59 | 0:34:26
626
+ 26700 | 3 | 0.115207 | 0.122551 | 3.06e-07 | 4:34:29 | 0:33:55
627
+ 26750 | 3 | 0.040563 | 0.121111 | 2.96e-07 | 4:34:58 | 0:33:24
628
+ 26800 | 3 | 0.015117 | 0.120831 | 2.88e-07 | 4:35:28 | 0:32:53
629
+ 26850 | 3 | 0.234070 | 0.122188 | 2.79e-07 | 4:35:58 | 0:32:22
630
+ 26900 | 3 | 0.096070 | 0.122022 | 2.70e-07 | 4:36:27 | 0:31:51
631
+ 26950 | 3 | 0.029556 | 0.121511 | 2.61e-07 | 4:36:57 | 0:31:20
632
+ 27000 | 3 | 0.128276 | 0.122249 | 2.53e-07 | 4:37:26 | 0:30:49
633
+ [16:33:24] Generating 16 validation images ...
634
+ [16:33:44] Validation step 27000: 16 images -> RESULTS/102flowers/run_012/validation/collage_step_0027000.png
635
+ 27050 | 3 | 0.009859 | 0.120107 | 2.45e-07 | 4:38:17 | 0:30:20
636
+ 27100 | 3 | 0.217338 | 0.120607 | 2.37e-07 | 4:38:47 | 0:29:49
637
+ 27150 | 3 | 0.082169 | 0.119911 | 2.29e-07 | 4:39:16 | 0:29:19
638
+ 27200 | 3 | 0.011277 | 0.119373 | 2.21e-07 | 4:39:46 | 0:28:48
639
+ 27250 | 3 | 0.113277 | 0.119472 | 2.13e-07 | 4:40:16 | 0:28:17
640
+ 27300 | 3 | 0.200528 | 0.120346 | 2.05e-07 | 4:40:45 | 0:27:46
641
+ 27350 | 3 | 0.177589 | 0.121031 | 1.98e-07 | 4:41:15 | 0:27:15
642
+ 27400 | 3 | 0.111419 | 0.122000 | 1.90e-07 | 4:41:44 | 0:26:44
643
+ 27450 | 3 | 0.066057 | 0.122224 | 1.83e-07 | 4:42:14 | 0:26:13
644
+ 27500 | 3 | 0.003258 | 0.120726 | 1.76e-07 | 4:42:43 | 0:25:42
645
+ 27550 | 3 | 0.062931 | 0.119824 | 1.69e-07 | 4:43:13 | 0:25:11
646
+ 27600 | 3 | 0.037966 | 0.119457 | 1.62e-07 | 4:43:42 | 0:24:40
647
+ 27650 | 3 | 0.077767 | 0.118541 | 1.56e-07 | 4:44:12 | 0:24:09
648
+ 27700 | 3 | 0.253550 | 0.119370 | 1.49e-07 | 4:44:41 | 0:23:38
649
+ 27750 | 3 | 0.104648 | 0.119542 | 1.43e-07 | 4:45:11 | 0:23:07
650
+ 27800 | 3 | 0.050145 | 0.117161 | 1.37e-07 | 4:45:40 | 0:22:36
651
+ 27850 | 3 | 0.016064 | 0.117044 | 1.30e-07 | 4:46:10 | 0:22:05
652
+ 27900 | 3 | 0.023011 | 0.116830 | 1.25e-07 | 4:46:39 | 0:21:34
653
+ 27950 | 3 | 0.237480 | 0.118546 | 1.19e-07 | 4:47:09 | 0:21:03
654
+ 28000 | 3 | 0.014345 | 0.116987 | 1.13e-07 | 4:47:38 | 0:20:32
655
+ [16:43:44] Saved checkpoint -> RESULTS/102flowers/run_012/checkpoint-28000
656
+ [16:43:46] Generating 16 validation images ...
657
+ [16:44:06] Validation step 28000: 16 images -> RESULTS/102flowers/run_012/validation/collage_step_0028000.png
658
+ 28050 | 3 | 0.120572 | 0.117273 | 1.07e-07 | 4:48:39 | 0:20:04
659
+ 28100 | 3 | 0.076161 | 0.115697 | 1.02e-07 | 4:49:08 | 0:19:33
660
+ 28150 | 3 | 0.205595 | 0.116913 | 9.67e-08 | 4:49:38 | 0:19:02
661
+ 28200 | 3 | 0.116565 | 0.117345 | 9.16e-08 | 4:50:07 | 0:18:31
662
+ 28250 | 3 | 0.062184 | 0.117733 | 8.66e-08 | 4:50:37 | 0:18:00
663
+ 28300 | 3 | 0.092466 | 0.117548 | 8.17e-08 | 4:51:07 | 0:17:29
664
+ 28350 | 3 | 0.000181 | 0.116443 | 7.70e-08 | 4:51:36 | 0:16:58
665
+ 28400 | 3 | 0.127160 | 0.115243 | 7.24e-08 | 4:52:06 | 0:16:27
666
+ 28450 | 3 | 0.043637 | 0.113118 | 6.80e-08 | 4:52:35 | 0:15:56
667
+ 28500 | 3 | 0.031171 | 0.112010 | 6.37e-08 | 4:53:05 | 0:15:25
668
+ 28550 | 3 | 0.096547 | 0.111785 | 5.95e-08 | 4:53:34 | 0:14:54
669
+ 28600 | 3 | 0.031554 | 0.111262 | 5.55e-08 | 4:54:04 | 0:14:23
670
+ 28650 | 3 | 0.025519 | 0.110473 | 5.16e-08 | 4:54:33 | 0:13:52
671
+ [16:50:36] --- Epoch 3 | Steps: 7165 | Avg Loss: 0.118368 ---
672
+ 28700 | 4 | 0.377407 | 0.113238 | 4.78e-08 | 4:55:03 | 0:13:21
673
+ 28750 | 4 | 0.078649 | 0.113892 | 4.42e-08 | 4:55:32 | 0:12:50
674
+ 28800 | 4 | 0.170899 | 0.113884 | 4.08e-08 | 4:56:02 | 0:12:20
675
+ 28850 | 4 | 0.207551 | 0.115362 | 3.74e-08 | 4:56:31 | 0:11:49
676
+ 28900 | 4 | 0.018774 | 0.114700 | 3.43e-08 | 4:57:01 | 0:11:18
677
+ 28950 | 4 | 0.083870 | 0.113021 | 3.12e-08 | 4:57:31 | 0:10:47
678
+ 29000 | 4 | 0.212883 | 0.113109 | 2.83e-08 | 4:58:00 | 0:10:16
679
+ [16:53:57] Generating 16 validation images ...
680
+ [16:54:18] Validation step 29000: 16 images -> RESULTS/102flowers/run_012/validation/collage_step_0029000.png
681
+ 29050 | 4 | 0.313804 | 0.114891 | 2.56e-08 | 4:58:51 | 0:09:46
682
+ 29100 | 4 | 0.117759 | 0.113672 | 2.29e-08 | 4:59:20 | 0:09:15
683
+ 29150 | 4 | 0.194468 | 0.113654 | 2.05e-08 | 4:59:50 | 0:08:44
684
+ 29200 | 4 | 0.120893 | 0.113807 | 1.81e-08 | 5:00:20 | 0:08:13
685
+ 29250 | 4 | 0.527914 | 0.117241 | 1.59e-08 | 5:00:49 | 0:07:42
686
+ 29300 | 4 | 0.132125 | 0.117549 | 1.39e-08 | 5:01:19 | 0:07:11
687
+ 29350 | 4 | 0.190731 | 0.118347 | 1.20e-08 | 5:01:48 | 0:06:41
688
+ 29400 | 4 | 0.011529 | 0.117007 | 1.02e-08 | 5:02:18 | 0:06:10
689
+ 29450 | 4 | 0.057760 | 0.116924 | 8.57e-09 | 5:02:47 | 0:05:39
690
+ 29500 | 4 | 0.115540 | 0.115752 | 7.09e-09 | 5:03:17 | 0:05:08
691
+ 29550 | 4 | 0.083594 | 0.116003 | 5.74e-09 | 5:03:47 | 0:04:37
692
+ 29600 | 4 | 0.000777 | 0.112530 | 4.54e-09 | 5:04:16 | 0:04:06
693
+ 29650 | 4 | 0.043802 | 0.112942 | 3.47e-09 | 5:04:46 | 0:03:35
694
+ 29700 | 4 | 0.027935 | 0.113018 | 2.55e-09 | 5:05:15 | 0:03:05
695
+ 29750 | 4 | 0.187458 | 0.113912 | 1.77e-09 | 5:05:45 | 0:02:34
696
+ 29800 | 4 | 0.097705 | 0.113542 | 1.13e-09 | 5:06:15 | 0:02:03
697
+ 29850 | 4 | 0.193819 | 0.115311 | 6.38e-10 | 5:06:44 | 0:01:32
698
+ 29900 | 4 | 0.143075 | 0.116086 | 2.84e-10 | 5:07:14 | 0:01:01
699
+ 29950 | 4 | 0.249935 | 0.117859 | 7.09e-11 | 5:07:43 | 0:00:30
700
+ 30000 | 4 | 0.166199 | 0.118667 | 0.00e+00 | 5:08:13 | 0:00:00
701
+ [17:04:19] Saved checkpoint -> RESULTS/102flowers/run_012/checkpoint-30000
702
+ [17:04:21] Generating 16 validation images ...
703
+ [17:04:43] Validation step 30000: 16 images -> RESULTS/102flowers/run_012/validation/collage_step_0030000.png
704
+ [17:04:43] --- Epoch 4 | Steps: 1340 | Avg Loss: 0.119887 ---
705
+ [17:04:43] Saving final model ...
706
+ [17:05:03] Pipeline saved -> RESULTS/102flowers/run_012
707
+ [17:05:03] Generating final validation collage ...
708
+ [17:05:03] Generating 16 validation images ...
709
+ [17:05:24] Validation step 30000: 16 images -> RESULTS/102flowers/run_012/validation/collage_step_0030000.png
710
+ [17:05:24]
711
+ [17:05:24] ============================================================
712
+ [17:05:24] TRAINING SUMMARY
713
+ [17:05:24] ============================================================
714
+ [17:05:24] Total steps : 600
715
+ [17:05:24] Final loss : 0.166199
716
+ [17:05:24] Avg last 100 : 0.118667
717
+ [17:05:24] Min loss : 0.000181
718
+ [17:05:24] Total time : 5:09:27
719
+ [17:05:24] Output : RESULTS/102flowers/run_012
720
+ [17:05:24] ============================================================
102flowers/run_012/Eval/eval.log.rank0 ADDED
@@ -0,0 +1,101 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [2026-06-12 10:31:00] [RANK-0] [INFO] Loading PixArt-Sigma pipeline from RESULTS/102flowers/run_012 ...
2
+ [2026-06-12 10:31:07] [RANK-0] [INFO] Loading InceptionV3 (FID dim=64) ...
3
+ [2026-06-12 10:31:07] [RANK-0] [INFO] Loading CLIP (ViT-B/32) ...
4
+ [2026-06-12 10:31:23] [RANK-0] [INFO] Loading LPIPS ...
5
+ [2026-06-12 10:31:24] [RANK-0] [INFO] Loading PickScore ...
6
+ [2026-06-12 10:31:32] [RANK-0] [INFO] Loading HPSv2 (v2.0) ...
7
+ [2026-06-12 10:31:50] [RANK-0] [INFO] Loading HPSv2.1 (v2.1) ...
8
+ [2026-06-12 10:32:03] [RANK-0] [INFO] Loading Aesthetic scorer ...
9
+ [2026-06-12 10:32:06] [RANK-0] [INFO] Dataset: 12285 samples split across 2 GPUs (~768 batches/rank)
10
+ [2026-06-12 10:32:06] [RANK-0] [INFO] Starting evaluation...
11
+ [2026-06-12 10:32:06] [RANK-0] [INFO] Checkpoint : RESULTS/102flowers/run_012
12
+ [2026-06-12 10:32:06] [RANK-0] [INFO] Total samples: 12285 | World size: 2
13
+ [2026-06-12 10:32:06] [RANK-0] [INFO] FID dim : 64 | Inf steps: 20 | Guidance: 5
14
+ [2026-06-12 10:33:29] [RANK-0] [INFO] [rank 0] Batch [10/768] | CLIP 30.1596 | LPIPS 0.8251 | Pick 0.2115 | HPSv2 0.2463 | HPSv2.1 0.1943 | Aes 4.6341
15
+ [2026-06-12 10:34:49] [RANK-0] [INFO] [rank 0] Batch [20/768] | CLIP 30.2563 | LPIPS 0.8130 | Pick 0.2117 | HPSv2 0.2471 | HPSv2.1 0.1961 | Aes 4.6022
16
+ [2026-06-12 10:36:11] [RANK-0] [INFO] [rank 0] Batch [30/768] | CLIP 30.4712 | LPIPS 0.8070 | Pick 0.2122 | HPSv2 0.2475 | HPSv2.1 0.1964 | Aes 4.6082
17
+ [2026-06-12 10:37:32] [RANK-0] [INFO] [rank 0] Batch [40/768] | CLIP 30.4155 | LPIPS 0.8038 | Pick 0.2122 | HPSv2 0.2475 | HPSv2.1 0.1969 | Aes 4.6247
18
+ [2026-06-12 10:38:53] [RANK-0] [INFO] [rank 0] Batch [50/768] | CLIP 30.4339 | LPIPS 0.8028 | Pick 0.2120 | HPSv2 0.2476 | HPSv2.1 0.1969 | Aes 4.6227
19
+ [2026-06-12 10:40:14] [RANK-0] [INFO] [rank 0] Batch [60/768] | CLIP 30.4903 | LPIPS 0.8028 | Pick 0.2122 | HPSv2 0.2480 | HPSv2.1 0.1973 | Aes 4.6307
20
+ [2026-06-12 10:41:33] [RANK-0] [INFO] [rank 0] Batch [70/768] | CLIP 30.4139 | LPIPS 0.8041 | Pick 0.2121 | HPSv2 0.2478 | HPSv2.1 0.1969 | Aes 4.6402
21
+ [2026-06-12 10:42:53] [RANK-0] [INFO] [rank 0] Batch [80/768] | CLIP 30.4592 | LPIPS 0.8021 | Pick 0.2125 | HPSv2 0.2481 | HPSv2.1 0.1975 | Aes 4.6357
22
+ [2026-06-12 10:44:12] [RANK-0] [INFO] [rank 0] Batch [90/768] | CLIP 30.5202 | LPIPS 0.8010 | Pick 0.2125 | HPSv2 0.2481 | HPSv2.1 0.1977 | Aes 4.6355
23
+ [2026-06-12 10:45:31] [RANK-0] [INFO] [rank 0] Batch [100/768] | CLIP 30.4576 | LPIPS 0.8018 | Pick 0.2124 | HPSv2 0.2479 | HPSv2.1 0.1972 | Aes 4.6373
24
+ [2026-06-12 10:46:51] [RANK-0] [INFO] [rank 0] Batch [110/768] | CLIP 30.4195 | LPIPS 0.8024 | Pick 0.2123 | HPSv2 0.2480 | HPSv2.1 0.1975 | Aes 4.6432
25
+ [2026-06-12 10:48:12] [RANK-0] [INFO] [rank 0] Batch [120/768] | CLIP 30.4698 | LPIPS 0.8021 | Pick 0.2123 | HPSv2 0.2480 | HPSv2.1 0.1975 | Aes 4.6435
26
+ [2026-06-12 10:49:33] [RANK-0] [INFO] [rank 0] Batch [130/768] | CLIP 30.4552 | LPIPS 0.8023 | Pick 0.2123 | HPSv2 0.2479 | HPSv2.1 0.1973 | Aes 4.6427
27
+ [2026-06-12 10:50:52] [RANK-0] [INFO] [rank 0] Batch [140/768] | CLIP 30.4385 | LPIPS 0.8027 | Pick 0.2122 | HPSv2 0.2478 | HPSv2.1 0.1971 | Aes 4.6458
28
+ [2026-06-12 10:52:15] [RANK-0] [INFO] [rank 0] Batch [150/768] | CLIP 30.4727 | LPIPS 0.8026 | Pick 0.2123 | HPSv2 0.2479 | HPSv2.1 0.1975 | Aes 4.6485
29
+ [2026-06-12 10:53:36] [RANK-0] [INFO] [rank 0] Batch [160/768] | CLIP 30.4681 | LPIPS 0.8018 | Pick 0.2123 | HPSv2 0.2478 | HPSv2.1 0.1974 | Aes 4.6471
30
+ [2026-06-12 10:54:58] [RANK-0] [INFO] [rank 0] Batch [170/768] | CLIP 30.4731 | LPIPS 0.8014 | Pick 0.2123 | HPSv2 0.2478 | HPSv2.1 0.1974 | Aes 4.6495
31
+ [2026-06-12 10:56:20] [RANK-0] [INFO] [rank 0] Batch [180/768] | CLIP 30.4668 | LPIPS 0.8007 | Pick 0.2123 | HPSv2 0.2477 | HPSv2.1 0.1972 | Aes 4.6490
32
+ [2026-06-12 10:57:42] [RANK-0] [INFO] [rank 0] Batch [190/768] | CLIP 30.4878 | LPIPS 0.7998 | Pick 0.2123 | HPSv2 0.2477 | HPSv2.1 0.1971 | Aes 4.6485
33
+ [2026-06-12 10:59:03] [RANK-0] [INFO] [rank 0] Batch [200/768] | CLIP 30.4334 | LPIPS 0.8005 | Pick 0.2122 | HPSv2 0.2476 | HPSv2.1 0.1969 | Aes 4.6520
34
+ [2026-06-12 11:00:25] [RANK-0] [INFO] [rank 0] Batch [210/768] | CLIP 30.4310 | LPIPS 0.8009 | Pick 0.2123 | HPSv2 0.2478 | HPSv2.1 0.1972 | Aes 4.6514
35
+ [2026-06-12 11:01:45] [RANK-0] [INFO] [rank 0] Batch [220/768] | CLIP 30.4358 | LPIPS 0.8008 | Pick 0.2123 | HPSv2 0.2478 | HPSv2.1 0.1972 | Aes 4.6508
36
+ [2026-06-12 11:03:07] [RANK-0] [INFO] [rank 0] Batch [230/768] | CLIP 30.4468 | LPIPS 0.8007 | Pick 0.2124 | HPSv2 0.2479 | HPSv2.1 0.1974 | Aes 4.6500
37
+ [2026-06-12 11:04:29] [RANK-0] [INFO] [rank 0] Batch [240/768] | CLIP 30.4261 | LPIPS 0.8012 | Pick 0.2124 | HPSv2 0.2479 | HPSv2.1 0.1973 | Aes 4.6510
38
+ [2026-06-12 11:05:52] [RANK-0] [INFO] [rank 0] Batch [250/768] | CLIP 30.4250 | LPIPS 0.8016 | Pick 0.2123 | HPSv2 0.2479 | HPSv2.1 0.1973 | Aes 4.6481
39
+ [2026-06-12 11:07:14] [RANK-0] [INFO] [rank 0] Batch [260/768] | CLIP 30.4235 | LPIPS 0.8015 | Pick 0.2123 | HPSv2 0.2479 | HPSv2.1 0.1973 | Aes 4.6489
40
+ [2026-06-12 11:08:36] [RANK-0] [INFO] [rank 0] Batch [270/768] | CLIP 30.4017 | LPIPS 0.8018 | Pick 0.2123 | HPSv2 0.2478 | HPSv2.1 0.1972 | Aes 4.6522
41
+ [2026-06-12 11:09:58] [RANK-0] [INFO] [rank 0] Batch [280/768] | CLIP 30.3983 | LPIPS 0.8024 | Pick 0.2123 | HPSv2 0.2478 | HPSv2.1 0.1972 | Aes 4.6503
42
+ [2026-06-12 11:11:20] [RANK-0] [INFO] [rank 0] Batch [290/768] | CLIP 30.3759 | LPIPS 0.8029 | Pick 0.2122 | HPSv2 0.2478 | HPSv2.1 0.1971 | Aes 4.6518
43
+ [2026-06-12 11:12:41] [RANK-0] [INFO] [rank 0] Batch [300/768] | CLIP 30.3693 | LPIPS 0.8033 | Pick 0.2122 | HPSv2 0.2477 | HPSv2.1 0.1971 | Aes 4.6487
44
+ [2026-06-12 11:14:01] [RANK-0] [INFO] [rank 0] Batch [310/768] | CLIP 30.3720 | LPIPS 0.8034 | Pick 0.2122 | HPSv2 0.2478 | HPSv2.1 0.1972 | Aes 4.6477
45
+ [2026-06-12 11:15:21] [RANK-0] [INFO] [rank 0] Batch [320/768] | CLIP 30.3842 | LPIPS 0.8030 | Pick 0.2122 | HPSv2 0.2478 | HPSv2.1 0.1973 | Aes 4.6468
46
+ [2026-06-12 11:16:41] [RANK-0] [INFO] [rank 0] Batch [330/768] | CLIP 30.3727 | LPIPS 0.8029 | Pick 0.2122 | HPSv2 0.2478 | HPSv2.1 0.1973 | Aes 4.6468
47
+ [2026-06-12 11:18:01] [RANK-0] [INFO] [rank 0] Batch [340/768] | CLIP 30.3785 | LPIPS 0.8023 | Pick 0.2122 | HPSv2 0.2478 | HPSv2.1 0.1973 | Aes 4.6461
48
+ [2026-06-12 11:19:22] [RANK-0] [INFO] [rank 0] Batch [350/768] | CLIP 30.3639 | LPIPS 0.8025 | Pick 0.2122 | HPSv2 0.2478 | HPSv2.1 0.1973 | Aes 4.6451
49
+ [2026-06-12 11:20:43] [RANK-0] [INFO] [rank 0] Batch [360/768] | CLIP 30.3542 | LPIPS 0.8027 | Pick 0.2122 | HPSv2 0.2478 | HPSv2.1 0.1973 | Aes 4.6466
50
+ [2026-06-12 11:22:06] [RANK-0] [INFO] [rank 0] Batch [370/768] | CLIP 30.3453 | LPIPS 0.8028 | Pick 0.2121 | HPSv2 0.2478 | HPSv2.1 0.1973 | Aes 4.6473
51
+ [2026-06-12 11:23:27] [RANK-0] [INFO] [rank 0] Batch [380/768] | CLIP 30.3529 | LPIPS 0.8026 | Pick 0.2122 | HPSv2 0.2478 | HPSv2.1 0.1973 | Aes 4.6472
52
+ [2026-06-12 11:24:47] [RANK-0] [INFO] [rank 0] Batch [390/768] | CLIP 30.3541 | LPIPS 0.8025 | Pick 0.2122 | HPSv2 0.2478 | HPSv2.1 0.1974 | Aes 4.6479
53
+ [2026-06-12 11:26:09] [RANK-0] [INFO] [rank 0] Batch [400/768] | CLIP 30.3583 | LPIPS 0.8023 | Pick 0.2122 | HPSv2 0.2478 | HPSv2.1 0.1974 | Aes 4.6485
54
+ [2026-06-12 11:27:30] [RANK-0] [INFO] [rank 0] Batch [410/768] | CLIP 30.3536 | LPIPS 0.8022 | Pick 0.2122 | HPSv2 0.2478 | HPSv2.1 0.1973 | Aes 4.6495
55
+ [2026-06-12 11:28:53] [RANK-0] [INFO] [rank 0] Batch [420/768] | CLIP 30.3530 | LPIPS 0.8020 | Pick 0.2122 | HPSv2 0.2479 | HPSv2.1 0.1974 | Aes 4.6505
56
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57
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58
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59
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60
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61
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62
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63
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64
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65
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66
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67
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68
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69
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70
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71
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72
+ [2026-06-12 11:51:55] [RANK-0] [INFO] [rank 0] Batch [590/768] | CLIP 30.3466 | LPIPS 0.8027 | Pick 0.2121 | HPSv2 0.2476 | HPSv2.1 0.1971 | Aes 4.6525
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+ [2026-06-12 11:57:20] [RANK-0] [INFO] [rank 0] Batch [630/768] | CLIP 30.3197 | LPIPS 0.8033 | Pick 0.2121 | HPSv2 0.2476 | HPSv2.1 0.1969 | Aes 4.6551
77
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78
+ [2026-06-12 12:00:01] [RANK-0] [INFO] [rank 0] Batch [650/768] | CLIP 30.3218 | LPIPS 0.8033 | Pick 0.2121 | HPSv2 0.2476 | HPSv2.1 0.1969 | Aes 4.6553
79
+ [2026-06-12 12:01:23] [RANK-0] [INFO] [rank 0] Batch [660/768] | CLIP 30.3187 | LPIPS 0.8032 | Pick 0.2121 | HPSv2 0.2476 | HPSv2.1 0.1968 | Aes 4.6551
80
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+ [2026-06-12 12:04:09] [RANK-0] [INFO] [rank 0] Batch [680/768] | CLIP 30.3302 | LPIPS 0.8030 | Pick 0.2121 | HPSv2 0.2476 | HPSv2.1 0.1969 | Aes 4.6544
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+ [2026-06-12 12:05:31] [RANK-0] [INFO] [rank 0] Batch [690/768] | CLIP 30.3239 | LPIPS 0.8030 | Pick 0.2121 | HPSv2 0.2476 | HPSv2.1 0.1969 | Aes 4.6547
83
+ [2026-06-12 12:06:54] [RANK-0] [INFO] [rank 0] Batch [700/768] | CLIP 30.3177 | LPIPS 0.8033 | Pick 0.2121 | HPSv2 0.2476 | HPSv2.1 0.1969 | Aes 4.6551
84
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85
+ [2026-06-12 12:09:38] [RANK-0] [INFO] [rank 0] Batch [720/768] | CLIP 30.3164 | LPIPS 0.8032 | Pick 0.2120 | HPSv2 0.2475 | HPSv2.1 0.1968 | Aes 4.6543
86
+ [2026-06-12 12:11:00] [RANK-0] [INFO] [rank 0] Batch [730/768] | CLIP 30.3192 | LPIPS 0.8032 | Pick 0.2120 | HPSv2 0.2475 | HPSv2.1 0.1968 | Aes 4.6534
87
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88
+ [2026-06-12 12:13:45] [RANK-0] [INFO] [rank 0] Batch [750/768] | CLIP 30.3212 | LPIPS 0.8033 | Pick 0.2121 | HPSv2 0.2475 | HPSv2.1 0.1968 | Aes 4.6533
89
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90
+ [2026-06-12 12:16:10] [RANK-0] [INFO] Gathering results from all ranks ...
91
+ [2026-06-12 12:16:10] [RANK-0] [INFO] Finished feature extraction. Computing final FID...
92
+ [2026-06-12 12:16:10] [RANK-0] [INFO] ============================================================
93
+ [2026-06-12 12:16:10] [RANK-0] [INFO] FID : 13.605282
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+ [2026-06-12 12:16:10] [RANK-0] [INFO] CLIP : 30.351402
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+ [2026-06-12 12:16:10] [RANK-0] [INFO] LPIPS : 0.803394
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+ [2026-06-12 12:16:10] [RANK-0] [INFO] PickScore : 0.211932
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+ [2026-06-12 12:16:10] [RANK-0] [INFO] HPSv2 : 0.247461
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+ [2026-06-12 12:16:10] [RANK-0] [INFO] HPSv2.1 : 0.196744
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+ [2026-06-12 12:16:10] [RANK-0] [INFO] Aesthetic : 4.653147
100
+ [2026-06-12 12:16:10] [RANK-0] [INFO] ============================================================
101
+ [2026-06-12 12:16:10] [RANK-0] [INFO] Results saved to ./RESULTS/102flowers/run_012/Eval/eval_results.json
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+ Training started: 2026-06-11 11:55:57
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+ ==========================================================================================
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+ Step | Epoch | Loss | Avg100 | LR | Elapsed | ETA
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+ ------------------------------------------------------------------------------------------
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+ [11:55:57] Run directory: RESULTS/102flowers/run_012
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+ [11:55:57] Loading PixArt-Sigma components ...
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+ [11:56:09]
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+ [11:56:09] ================================================================
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+ [11:56:09] Model = PixArt-alpha/PixArt-Sigma-XL-2-512-MS
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+ [11:56:09] Output dir = RESULTS/102flowers/run_012
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+ [12:06:20] Validation step 1000: 16 images -> RESULTS/102flowers/run_012/validation/collage_step_0001000.png
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+ [12:16:18] Saved checkpoint -> RESULTS/102flowers/run_012/checkpoint-2000
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+ [12:16:18] Generating 16 validation images ...
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+ [12:16:39] Validation step 2000: 16 images -> RESULTS/102flowers/run_012/validation/collage_step_0002000.png
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+ [12:26:29] Generating 16 validation images ...
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+ [12:26:51] Validation step 3000: 16 images -> RESULTS/102flowers/run_012/validation/collage_step_0003000.png
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116
+ 4100 | 0 | 0.118674 | 0.115156 | 9.64e-06 | 0:42:13 | 4:26:46
117
+ 4150 | 0 | 0.135704 | 0.115404 | 9.63e-06 | 0:42:43 | 4:26:07
118
+ 4200 | 0 | 0.090961 | 0.115113 | 9.62e-06 | 0:43:13 | 4:25:28
119
+ 4250 | 0 | 0.064025 | 0.114512 | 9.61e-06 | 0:43:42 | 4:24:50
120
+ 4300 | 0 | 0.150350 | 0.114928 | 9.60e-06 | 0:44:12 | 4:24:11
121
+ 4350 | 0 | 0.025475 | 0.113900 | 9.59e-06 | 0:44:41 | 4:23:33
122
+ 4400 | 0 | 0.191904 | 0.114787 | 9.57e-06 | 0:45:11 | 4:22:55
123
+ 4450 | 0 | 0.173581 | 0.115447 | 9.56e-06 | 0:45:40 | 4:22:17
124
+ 4500 | 0 | 0.315185 | 0.117667 | 9.55e-06 | 0:46:10 | 4:21:39
125
+ 4550 | 0 | 0.365239 | 0.120387 | 9.54e-06 | 0:46:40 | 4:21:01
126
+ 4600 | 0 | 0.207012 | 0.121329 | 9.53e-06 | 0:47:09 | 4:20:24
127
+ 4650 | 0 | 0.069455 | 0.120771 | 9.52e-06 | 0:47:39 | 4:19:47
128
+ 4700 | 0 | 0.205000 | 0.121667 | 9.51e-06 | 0:48:08 | 4:19:09
129
+ 4750 | 0 | 0.102779 | 0.121468 | 9.50e-06 | 0:48:37 | 4:18:31
130
+ 4800 | 0 | 0.368132 | 0.124038 | 9.48e-06 | 0:49:07 | 4:17:54
131
+ 4850 | 0 | 0.123618 | 0.124033 | 9.47e-06 | 0:49:36 | 4:17:17
132
+ 4900 | 0 | 0.051241 | 0.123290 | 9.46e-06 | 0:50:06 | 4:16:40
133
+ 4950 | 0 | 0.334856 | 0.125427 | 9.45e-06 | 0:50:36 | 4:16:04
134
+ 5000 | 0 | 0.050638 | 0.124680 | 9.44e-06 | 0:51:05 | 4:15:27
135
+ [12:47:02] Generating 16 validation images ...
136
+ [12:47:23] Validation step 5000: 16 images -> RESULTS/102flowers/run_012/validation/collage_step_0005000.png
137
+ 5050 | 0 | 0.023000 | 0.123716 | 9.42e-06 | 0:51:56 | 4:16:36
138
+ 5100 | 0 | 0.425359 | 0.127005 | 9.41e-06 | 0:52:25 | 4:15:58
139
+ 5150 | 0 | 0.088144 | 0.127040 | 9.40e-06 | 0:52:55 | 4:15:21
140
+ 5200 | 0 | 0.087771 | 0.126392 | 9.39e-06 | 0:53:24 | 4:14:44
141
+ 5250 | 0 | 0.008083 | 0.126465 | 9.37e-06 | 0:53:54 | 4:14:06
142
+ 5300 | 0 | 0.150938 | 0.127863 | 9.36e-06 | 0:54:23 | 4:13:30
143
+ 5350 | 0 | 0.121221 | 0.128647 | 9.35e-06 | 0:54:53 | 4:12:53
144
+ 5400 | 0 | 0.259107 | 0.129555 | 9.33e-06 | 0:55:22 | 4:12:17
145
+ 5450 | 0 | 0.021073 | 0.128960 | 9.32e-06 | 0:55:52 | 4:11:41
146
+ 5500 | 0 | 0.131585 | 0.128698 | 9.31e-06 | 0:56:21 | 4:11:04
147
+ 5550 | 0 | 0.097272 | 0.125978 | 9.29e-06 | 0:56:51 | 4:10:28
148
+ 5600 | 0 | 0.027901 | 0.124990 | 9.28e-06 | 0:57:20 | 4:09:52
149
+ 5650 | 0 | 0.081316 | 0.124598 | 9.27e-06 | 0:57:50 | 4:09:17
150
+ 5700 | 0 | 0.001619 | 0.123485 | 9.25e-06 | 0:58:20 | 4:08:41
151
+ 5750 | 0 | 0.143597 | 0.124653 | 9.24e-06 | 0:58:49 | 4:08:05
152
+ 5800 | 0 | 0.156861 | 0.125676 | 9.22e-06 | 0:59:19 | 4:07:29
153
+ 5850 | 0 | 0.001075 | 0.124679 | 9.21e-06 | 0:59:48 | 4:06:53
154
+ 5900 | 0 | 0.093009 | 0.125003 | 9.20e-06 | 1:00:17 | 4:06:18
155
+ 5950 | 0 | 0.110752 | 0.125639 | 9.18e-06 | 1:00:47 | 4:05:42
156
+ 6000 | 0 | 0.227431 | 0.126307 | 9.17e-06 | 1:01:16 | 4:05:07
157
+ [12:57:21] Saved checkpoint -> RESULTS/102flowers/run_012/checkpoint-6000
158
+ [12:57:21] Generating 16 validation images ...
159
+ [12:57:43] Validation step 6000: 16 images -> RESULTS/102flowers/run_012/validation/collage_step_0006000.png
160
+ 6050 | 0 | 0.456311 | 0.128666 | 9.15e-06 | 1:02:15 | 4:06:29
161
+ 6100 | 0 | 0.097421 | 0.127590 | 9.14e-06 | 1:02:45 | 4:05:53
162
+ 6150 | 0 | 0.196133 | 0.127286 | 9.12e-06 | 1:03:14 | 4:05:16
163
+ 6200 | 0 | 0.151570 | 0.127974 | 9.11e-06 | 1:03:44 | 4:04:40
164
+ 6250 | 0 | 0.102060 | 0.128524 | 9.09e-06 | 1:04:13 | 4:04:04
165
+ 6300 | 0 | 0.044460 | 0.126187 | 9.08e-06 | 1:04:43 | 4:03:28
166
+ 6350 | 0 | 0.004725 | 0.125239 | 9.06e-06 | 1:05:12 | 4:02:53
167
+ 6400 | 0 | 0.002932 | 0.125021 | 9.05e-06 | 1:05:42 | 4:02:17
168
+ 6450 | 0 | 0.007623 | 0.124942 | 9.03e-06 | 1:06:11 | 4:01:41
169
+ 6500 | 0 | 0.113768 | 0.124780 | 9.01e-06 | 1:06:41 | 4:01:06
170
+ 6550 | 0 | 0.062868 | 0.123626 | 9.00e-06 | 1:07:10 | 4:00:31
171
+ 6600 | 0 | 0.144731 | 0.123513 | 8.98e-06 | 1:07:40 | 3:59:55
172
+ 6650 | 0 | 0.114014 | 0.124342 | 8.97e-06 | 1:08:09 | 3:59:20
173
+ 6700 | 0 | 0.115423 | 0.124451 | 8.95e-06 | 1:08:39 | 3:58:45
174
+ 6750 | 0 | 0.057711 | 0.124898 | 8.93e-06 | 1:09:09 | 3:58:11
175
+ 6800 | 0 | 0.212197 | 0.125642 | 8.92e-06 | 1:09:38 | 3:57:36
176
+ 6850 | 0 | 0.146877 | 0.125715 | 8.90e-06 | 1:10:08 | 3:57:01
177
+ 6900 | 0 | 0.135318 | 0.126260 | 8.88e-06 | 1:10:37 | 3:56:27
178
+ 6950 | 0 | 0.153228 | 0.127127 | 8.87e-06 | 1:11:07 | 3:55:52
179
+ 7000 | 0 | 0.073241 | 0.127695 | 8.85e-06 | 1:11:36 | 3:55:18
180
+ [13:07:34] Generating 16 validation images ...
181
+ [13:07:55] Validation step 7000: 16 images -> RESULTS/102flowers/run_012/validation/collage_step_0007000.png
182
+ 7050 | 0 | 0.158209 | 0.124122 | 8.83e-06 | 1:12:27 | 3:55:54
183
+ 7100 | 0 | 0.093725 | 0.124354 | 8.81e-06 | 1:12:57 | 3:55:19
184
+ 7150 | 0 | 0.050319 | 0.123789 | 8.80e-06 | 1:13:27 | 3:54:43
185
+ [13:09:32] --- Epoch 0 | Steps: 7165 | Avg Loss: 0.116935 ---
186
+ 7200 | 1 | 0.289546 | 0.125362 | 8.78e-06 | 1:13:56 | 3:54:09
187
+ 7250 | 1 | 0.105858 | 0.125388 | 8.76e-06 | 1:14:26 | 3:53:34
188
+ 7300 | 1 | 0.062174 | 0.125229 | 8.75e-06 | 1:14:55 | 3:52:59
189
+ 7350 | 1 | 0.124254 | 0.122714 | 8.73e-06 | 1:15:25 | 3:52:24
190
+ 7400 | 1 | 0.174861 | 0.123487 | 8.71e-06 | 1:15:54 | 3:51:50
191
+ 7450 | 1 | 0.099824 | 0.123108 | 8.69e-06 | 1:16:24 | 3:51:15
192
+ 7500 | 1 | 0.152886 | 0.124343 | 8.67e-06 | 1:16:53 | 3:50:41
193
+ 7550 | 1 | 0.068492 | 0.124496 | 8.66e-06 | 1:17:23 | 3:50:06
194
+ 7600 | 1 | 0.171680 | 0.124617 | 8.64e-06 | 1:17:52 | 3:49:32
195
+ 7650 | 1 | 0.290884 | 0.126761 | 8.62e-06 | 1:18:22 | 3:48:58
196
+ 7700 | 1 | 0.093116 | 0.126344 | 8.60e-06 | 1:18:51 | 3:48:24
197
+ 7750 | 1 | 0.075879 | 0.126335 | 8.58e-06 | 1:19:21 | 3:47:49
198
+ 7800 | 1 | 0.223258 | 0.127711 | 8.56e-06 | 1:19:50 | 3:47:15
199
+ 7850 | 1 | 0.155503 | 0.127603 | 8.54e-06 | 1:20:20 | 3:46:42
200
+ 7900 | 1 | 0.065493 | 0.127738 | 8.53e-06 | 1:20:50 | 3:46:08
201
+ 7950 | 1 | 0.037039 | 0.126974 | 8.51e-06 | 1:21:19 | 3:45:34
202
+ 8000 | 1 | 0.104948 | 0.125822 | 8.49e-06 | 1:21:49 | 3:45:00
203
+ [13:17:55] Saved checkpoint -> RESULTS/102flowers/run_012/checkpoint-8000
204
+ [13:17:57] Generating 16 validation images ...
205
+ [13:18:18] Validation step 8000: 16 images -> RESULTS/102flowers/run_012/validation/collage_step_0008000.png
206
+ 8050 | 1 | 0.194202 | 0.126163 | 8.47e-06 | 1:22:50 | 3:45:54
207
+ 8100 | 1 | 0.008963 | 0.125512 | 8.45e-06 | 1:23:20 | 3:45:19
208
+ 8150 | 1 | 0.185453 | 0.126516 | 8.43e-06 | 1:23:49 | 3:44:44
209
+ 8200 | 1 | 0.146030 | 0.127009 | 8.41e-06 | 1:24:19 | 3:44:10
210
+ 8250 | 1 | 0.070928 | 0.126341 | 8.39e-06 | 1:24:48 | 3:43:35
211
+ 8300 | 1 | 0.171172 | 0.127904 | 8.37e-06 | 1:25:18 | 3:43:01
212
+ 8350 | 1 | 0.078492 | 0.125620 | 8.35e-06 | 1:25:47 | 3:42:27
213
+ 8400 | 1 | 0.134331 | 0.126037 | 8.33e-06 | 1:26:17 | 3:41:52
214
+ 8450 | 1 | 0.102988 | 0.125609 | 8.31e-06 | 1:26:46 | 3:41:18
215
+ 8500 | 1 | 0.064305 | 0.125810 | 8.29e-06 | 1:27:16 | 3:40:44
216
+ 8550 | 1 | 0.086956 | 0.125790 | 8.27e-06 | 1:27:45 | 3:40:10
217
+ 8600 | 1 | 0.385809 | 0.128304 | 8.25e-06 | 1:28:15 | 3:39:36
218
+ 8650 | 1 | 0.086104 | 0.127921 | 8.23e-06 | 1:28:44 | 3:39:02
219
+ 8700 | 1 | 0.109899 | 0.128615 | 8.21e-06 | 1:29:13 | 3:38:27
220
+ 8750 | 1 | 0.008561 | 0.127738 | 8.19e-06 | 1:29:43 | 3:37:53
221
+ 8800 | 1 | 0.035691 | 0.127126 | 8.17e-06 | 1:30:12 | 3:37:19
222
+ 8850 | 1 | 0.193774 | 0.128978 | 8.15e-06 | 1:30:41 | 3:36:45
223
+ 8900 | 1 | 0.036809 | 0.128869 | 8.13e-06 | 1:31:11 | 3:36:11
224
+ 8950 | 1 | 0.003022 | 0.126972 | 8.11e-06 | 1:31:40 | 3:35:37
225
+ 9000 | 1 | 0.044687 | 0.126486 | 8.09e-06 | 1:32:10 | 3:35:03
226
+ [13:28:07] Generating 16 validation images ...
227
+ [13:28:28] Validation step 9000: 16 images -> RESULTS/102flowers/run_012/validation/collage_step_0009000.png
228
+ 9050 | 1 | 0.137560 | 0.126772 | 8.07e-06 | 1:33:00 | 3:35:18
229
+ 9100 | 1 | 0.097519 | 0.126561 | 8.05e-06 | 1:33:30 | 3:34:44
230
+ 9150 | 1 | 0.135880 | 0.126563 | 8.02e-06 | 1:33:59 | 3:34:10
231
+ 9200 | 1 | 0.136774 | 0.127021 | 8.00e-06 | 1:34:28 | 3:33:36
232
+ 9250 | 1 | 0.218240 | 0.128563 | 7.98e-06 | 1:34:58 | 3:33:02
233
+ 9300 | 1 | 0.191884 | 0.128978 | 7.96e-06 | 1:35:27 | 3:32:29
234
+ 9350 | 1 | 0.124355 | 0.129967 | 7.94e-06 | 1:35:57 | 3:31:55
235
+ 9400 | 1 | 0.122757 | 0.129276 | 7.92e-06 | 1:36:26 | 3:31:22
236
+ 9450 | 1 | 0.007128 | 0.127611 | 7.90e-06 | 1:36:56 | 3:30:48
237
+ 9500 | 1 | 0.032065 | 0.124780 | 7.87e-06 | 1:37:25 | 3:30:14
238
+ 9550 | 1 | 0.021881 | 0.121346 | 7.85e-06 | 1:37:55 | 3:29:41
239
+ 9600 | 1 | 0.157040 | 0.120847 | 7.83e-06 | 1:38:24 | 3:29:07
240
+ 9650 | 1 | 0.015705 | 0.120309 | 7.81e-06 | 1:38:54 | 3:28:34
241
+ 9700 | 1 | 0.085616 | 0.119115 | 7.79e-06 | 1:39:23 | 3:28:01
242
+ 9750 | 1 | 0.092345 | 0.119011 | 7.76e-06 | 1:39:53 | 3:27:27
243
+ 9800 | 1 | 0.139156 | 0.116721 | 7.74e-06 | 1:40:22 | 3:26:54
244
+ 9850 | 1 | 0.024183 | 0.115727 | 7.72e-06 | 1:40:52 | 3:26:21
245
+ 9900 | 1 | 0.048537 | 0.115700 | 7.70e-06 | 1:41:21 | 3:25:48
246
+ 9950 | 1 | 0.006806 | 0.112419 | 7.67e-06 | 1:41:51 | 3:25:14
247
+ 10000 | 1 | 0.226551 | 0.114178 | 7.65e-06 | 1:42:20 | 3:24:41
248
+ [13:38:27] Saved checkpoint -> RESULTS/102flowers/run_012/checkpoint-10000
249
+ [13:38:29] Generating 16 validation images ...
250
+ [13:38:50] Validation step 10000: 16 images -> RESULTS/102flowers/run_012/validation/collage_step_0010000.png
251
+ 10050 | 1 | 0.340601 | 0.117354 | 7.63e-06 | 1:43:23 | 3:25:13
252
+ 10100 | 1 | 0.136272 | 0.114463 | 7.61e-06 | 1:43:52 | 3:24:40
253
+ 10150 | 1 | 0.126018 | 0.114842 | 7.58e-06 | 1:44:22 | 3:24:07
254
+ 10200 | 1 | 0.248795 | 0.116452 | 7.56e-06 | 1:44:51 | 3:23:33
255
+ 10250 | 1 | 0.158313 | 0.117955 | 7.54e-06 | 1:45:21 | 3:23:00
256
+ 10300 | 1 | 0.148103 | 0.117926 | 7.52e-06 | 1:45:50 | 3:22:26
257
+ 10350 | 1 | 0.018170 | 0.116896 | 7.49e-06 | 1:46:20 | 3:21:53
258
+ 10400 | 1 | 0.142063 | 0.115725 | 7.47e-06 | 1:46:50 | 3:21:20
259
+ 10450 | 1 | 0.298236 | 0.118497 | 7.45e-06 | 1:47:19 | 3:20:47
260
+ 10500 | 1 | 0.022663 | 0.117408 | 7.42e-06 | 1:47:49 | 3:20:14
261
+ 10550 | 1 | 0.181395 | 0.118249 | 7.40e-06 | 1:48:19 | 3:19:41
262
+ 10600 | 1 | 0.077106 | 0.118741 | 7.38e-06 | 1:48:48 | 3:19:08
263
+ 10650 | 1 | 0.046245 | 0.118390 | 7.35e-06 | 1:49:18 | 3:18:35
264
+ 10700 | 1 | 0.069455 | 0.119069 | 7.33e-06 | 1:49:47 | 3:18:02
265
+ 10750 | 1 | 0.102841 | 0.118661 | 7.31e-06 | 1:50:17 | 3:17:29
266
+ 10800 | 1 | 0.027840 | 0.117371 | 7.28e-06 | 1:50:47 | 3:16:56
267
+ 10850 | 1 | 0.333358 | 0.120694 | 7.26e-06 | 1:51:16 | 3:16:23
268
+ 10900 | 1 | 0.032035 | 0.120084 | 7.23e-06 | 1:51:46 | 3:15:51
269
+ 10950 | 1 | 0.076985 | 0.119746 | 7.21e-06 | 1:52:15 | 3:15:18
270
+ 11000 | 1 | 0.071489 | 0.118187 | 7.19e-06 | 1:52:45 | 3:14:45
271
+ [13:48:42] Generating 16 validation images ...
272
+ [13:49:03] Validation step 11000: 16 images -> RESULTS/102flowers/run_012/validation/collage_step_0011000.png
273
+ 11050 | 1 | 0.140750 | 0.115031 | 7.16e-06 | 1:53:36 | 3:14:49
274
+ 11100 | 1 | 0.171231 | 0.115769 | 7.14e-06 | 1:54:05 | 3:14:16
275
+ 11150 | 1 | 0.033212 | 0.114140 | 7.11e-06 | 1:54:35 | 3:13:43
276
+ 11200 | 1 | 0.139592 | 0.114021 | 7.09e-06 | 1:55:05 | 3:13:10
277
+ 11250 | 1 | 0.061256 | 0.113612 | 7.07e-06 | 1:55:34 | 3:12:37
278
+ 11300 | 1 | 0.110840 | 0.114276 | 7.04e-06 | 1:56:04 | 3:12:04
279
+ 11350 | 1 | 0.234067 | 0.116570 | 7.02e-06 | 1:56:33 | 3:11:32
280
+ 11400 | 1 | 0.019917 | 0.116740 | 6.99e-06 | 1:57:03 | 3:10:59
281
+ 11450 | 1 | 0.126149 | 0.117925 | 6.97e-06 | 1:57:32 | 3:10:26
282
+ 11500 | 1 | 0.034319 | 0.117130 | 6.94e-06 | 1:58:02 | 3:09:53
283
+ 11550 | 1 | 0.059648 | 0.117098 | 6.92e-06 | 1:58:31 | 3:09:20
284
+ 11600 | 1 | 0.046472 | 0.116116 | 6.89e-06 | 1:59:01 | 3:08:47
285
+ 11650 | 1 | 0.179030 | 0.116766 | 6.87e-06 | 1:59:30 | 3:08:15
286
+ 11700 | 1 | 0.206370 | 0.117675 | 6.85e-06 | 2:00:00 | 3:07:42
287
+ 11750 | 1 | 0.012593 | 0.117224 | 6.82e-06 | 2:00:30 | 3:07:09
288
+ 11800 | 1 | 0.033613 | 0.115438 | 6.80e-06 | 2:00:59 | 3:06:36
289
+ 11850 | 1 | 0.086706 | 0.114836 | 6.77e-06 | 2:01:29 | 3:06:04
290
+ 11900 | 1 | 0.172312 | 0.115206 | 6.75e-06 | 2:01:58 | 3:05:31
291
+ 11950 | 1 | 0.136918 | 0.115043 | 6.72e-06 | 2:02:28 | 3:04:59
292
+ 12000 | 1 | 0.406983 | 0.118381 | 6.70e-06 | 2:02:57 | 3:04:26
293
+ [13:59:04] Saved checkpoint -> RESULTS/102flowers/run_012/checkpoint-12000
294
+ [13:59:06] Generating 16 validation images ...
295
+ [13:59:26] Validation step 12000: 16 images -> RESULTS/102flowers/run_012/validation/collage_step_0012000.png
296
+ 12050 | 1 | 0.043758 | 0.117236 | 6.67e-06 | 2:03:59 | 3:04:41
297
+ 12100 | 1 | 0.088804 | 0.117187 | 6.65e-06 | 2:04:28 | 3:04:09
298
+ 12150 | 1 | 0.144094 | 0.118125 | 6.62e-06 | 2:04:58 | 3:03:36
299
+ 12200 | 1 | 0.178567 | 0.117015 | 6.60e-06 | 2:05:28 | 3:03:03
300
+ 12250 | 1 | 0.110916 | 0.117066 | 6.57e-06 | 2:05:57 | 3:02:30
301
+ 12300 | 1 | 0.104837 | 0.117492 | 6.55e-06 | 2:06:27 | 3:01:58
302
+ 12350 | 1 | 0.131384 | 0.117563 | 6.52e-06 | 2:06:56 | 3:01:25
303
+ 12400 | 1 | 0.268837 | 0.118503 | 6.49e-06 | 2:07:26 | 3:00:52
304
+ 12450 | 1 | 0.133510 | 0.118840 | 6.47e-06 | 2:07:55 | 3:00:20
305
+ 12500 | 1 | 0.146143 | 0.118773 | 6.44e-06 | 2:08:25 | 2:59:47
306
+ 12550 | 1 | 0.044379 | 0.118531 | 6.42e-06 | 2:08:55 | 2:59:15
307
+ 12600 | 1 | 0.013637 | 0.116951 | 6.39e-06 | 2:09:24 | 2:58:42
308
+ 12650 | 1 | 0.000926 | 0.114051 | 6.37e-06 | 2:09:54 | 2:58:10
309
+ 12700 | 1 | 0.151895 | 0.114639 | 6.34e-06 | 2:10:23 | 2:57:37
310
+ 12750 | 1 | 0.110697 | 0.114987 | 6.32e-06 | 2:10:53 | 2:57:05
311
+ 12800 | 1 | 0.044486 | 0.113200 | 6.29e-06 | 2:11:23 | 2:56:32
312
+ 12850 | 1 | 0.058695 | 0.112232 | 6.26e-06 | 2:11:52 | 2:56:00
313
+ 12900 | 1 | 0.013990 | 0.111717 | 6.24e-06 | 2:12:22 | 2:55:28
314
+ 12950 | 1 | 0.060261 | 0.111949 | 6.21e-06 | 2:12:51 | 2:54:55
315
+ 13000 | 1 | 0.001749 | 0.110917 | 6.19e-06 | 2:13:21 | 2:54:23
316
+ [14:09:18] Generating 16 validation images ...
317
+ [14:09:39] Validation step 13000: 16 images -> RESULTS/102flowers/run_012/validation/collage_step_0013000.png
318
+ 13050 | 1 | 0.062171 | 0.109597 | 6.16e-06 | 2:14:12 | 2:54:19
319
+ 13100 | 1 | 0.098232 | 0.110489 | 6.13e-06 | 2:14:42 | 2:53:46
320
+ 13150 | 1 | 0.175279 | 0.110387 | 6.11e-06 | 2:15:11 | 2:53:14
321
+ 13200 | 1 | 0.096102 | 0.109888 | 6.08e-06 | 2:15:41 | 2:52:41
322
+ 13250 | 1 | 0.036450 | 0.109543 | 6.06e-06 | 2:16:10 | 2:52:09
323
+ 13300 | 1 | 0.098807 | 0.108820 | 6.03e-06 | 2:16:40 | 2:51:36
324
+ 13350 | 1 | 0.219805 | 0.110233 | 6.00e-06 | 2:17:10 | 2:51:04
325
+ 13400 | 1 | 0.144991 | 0.110340 | 5.98e-06 | 2:17:39 | 2:50:32
326
+ 13450 | 1 | 0.162329 | 0.110933 | 5.95e-06 | 2:18:09 | 2:50:00
327
+ 13500 | 1 | 0.115374 | 0.111444 | 5.93e-06 | 2:18:39 | 2:49:27
328
+ 13550 | 1 | 0.102722 | 0.111601 | 5.90e-06 | 2:19:08 | 2:48:55
329
+ 13600 | 1 | 0.248309 | 0.110226 | 5.87e-06 | 2:19:38 | 2:48:23
330
+ 13650 | 1 | 0.155181 | 0.110917 | 5.85e-06 | 2:20:07 | 2:47:50
331
+ 13700 | 1 | 0.080186 | 0.110620 | 5.82e-06 | 2:20:37 | 2:47:18
332
+ 13750 | 1 | 0.137156 | 0.111906 | 5.80e-06 | 2:21:07 | 2:46:46
333
+ 13800 | 1 | 0.117776 | 0.112727 | 5.77e-06 | 2:21:36 | 2:46:14
334
+ 13850 | 1 | 0.103857 | 0.111828 | 5.74e-06 | 2:22:06 | 2:45:42
335
+ 13900 | 1 | 0.184636 | 0.113306 | 5.72e-06 | 2:22:35 | 2:45:10
336
+ 13950 | 1 | 0.203048 | 0.115306 | 5.69e-06 | 2:23:05 | 2:44:37
337
+ 14000 | 1 | 0.169486 | 0.116554 | 5.66e-06 | 2:23:34 | 2:44:05
338
+ [14:19:41] Saved checkpoint -> RESULTS/102flowers/run_012/checkpoint-14000
339
+ [14:19:43] Generating 16 validation images ...
340
+ [14:20:04] Validation step 14000: 16 images -> RESULTS/102flowers/run_012/validation/collage_step_0014000.png
341
+ 14050 | 1 | 0.143153 | 0.116610 | 5.64e-06 | 2:24:36 | 2:44:10
342
+ 14100 | 1 | 0.096203 | 0.116597 | 5.61e-06 | 2:25:06 | 2:43:37
343
+ 14150 | 1 | 0.124642 | 0.116484 | 5.58e-06 | 2:25:35 | 2:43:05
344
+ 14200 | 1 | 0.162282 | 0.116740 | 5.56e-06 | 2:26:05 | 2:42:33
345
+ 14250 | 1 | 0.104202 | 0.115599 | 5.53e-06 | 2:26:35 | 2:42:00
346
+ 14300 | 1 | 0.174193 | 0.115422 | 5.50e-06 | 2:27:04 | 2:41:28
347
+ [14:23:19] --- Epoch 1 | Steps: 7165 | Avg Loss: 0.116834 ---
348
+ 14350 | 2 | 0.297814 | 0.117157 | 5.48e-06 | 2:27:34 | 2:40:56
349
+ 14400 | 2 | 0.105865 | 0.116988 | 5.45e-06 | 2:28:03 | 2:40:24
350
+ 14450 | 2 | 0.021438 | 0.117131 | 5.43e-06 | 2:28:33 | 2:39:51
351
+ 14500 | 2 | 0.110264 | 0.117913 | 5.40e-06 | 2:29:02 | 2:39:19
352
+ 14550 | 2 | 0.088652 | 0.118581 | 5.37e-06 | 2:29:32 | 2:38:47
353
+ 14600 | 2 | 0.209489 | 0.119105 | 5.35e-06 | 2:30:01 | 2:38:14
354
+ 14650 | 2 | 0.202075 | 0.120969 | 5.32e-06 | 2:30:31 | 2:37:42
355
+ 14700 | 2 | 0.389677 | 0.124009 | 5.29e-06 | 2:31:00 | 2:37:10
356
+ 14750 | 2 | 0.165033 | 0.124736 | 5.27e-06 | 2:31:30 | 2:36:38
357
+ 14800 | 2 | 0.111830 | 0.124463 | 5.24e-06 | 2:31:59 | 2:36:06
358
+ 14850 | 2 | 0.027719 | 0.124498 | 5.21e-06 | 2:32:29 | 2:35:33
359
+ 14900 | 2 | 0.133485 | 0.125348 | 5.19e-06 | 2:32:58 | 2:35:01
360
+ 14950 | 2 | 0.049360 | 0.125774 | 5.16e-06 | 2:33:28 | 2:34:29
361
+ 15000 | 2 | 0.125084 | 0.124759 | 5.13e-06 | 2:33:57 | 2:33:57
362
+ [14:29:54] Generating 16 validation images ...
363
+ [14:30:15] Validation step 15000: 16 images -> RESULTS/102flowers/run_012/validation/collage_step_0015000.png
364
+ 15050 | 2 | 0.260865 | 0.123961 | 5.11e-06 | 2:34:48 | 2:33:46
365
+ 15100 | 2 | 0.044095 | 0.123040 | 5.08e-06 | 2:35:17 | 2:33:14
366
+ 15150 | 2 | 0.043034 | 0.122210 | 5.05e-06 | 2:35:47 | 2:32:42
367
+ 15200 | 2 | 0.096518 | 0.120687 | 5.03e-06 | 2:36:16 | 2:32:09
368
+ 15250 | 2 | 0.003073 | 0.119135 | 5.00e-06 | 2:36:46 | 2:31:37
369
+ 15300 | 2 | 0.112801 | 0.118782 | 4.97e-06 | 2:37:15 | 2:31:05
370
+ 15350 | 2 | 0.066856 | 0.119269 | 4.95e-06 | 2:37:44 | 2:30:33
371
+ 15400 | 2 | 0.050547 | 0.118353 | 4.92e-06 | 2:38:14 | 2:30:01
372
+ 15450 | 2 | 0.090430 | 0.116275 | 4.89e-06 | 2:38:43 | 2:29:29
373
+ 15500 | 2 | 0.068795 | 0.116737 | 4.87e-06 | 2:39:13 | 2:28:57
374
+ 15550 | 2 | 0.209701 | 0.117020 | 4.84e-06 | 2:39:42 | 2:28:24
375
+ 15600 | 2 | 0.093559 | 0.117184 | 4.81e-06 | 2:40:12 | 2:27:52
376
+ 15650 | 2 | 0.146188 | 0.118184 | 4.79e-06 | 2:40:41 | 2:27:20
377
+ 15700 | 2 | 0.082665 | 0.118316 | 4.76e-06 | 2:41:11 | 2:26:48
378
+ 15750 | 2 | 0.071107 | 0.117998 | 4.73e-06 | 2:41:40 | 2:26:16
379
+ 15800 | 2 | 0.217759 | 0.119898 | 4.71e-06 | 2:42:10 | 2:25:44
380
+ 15850 | 2 | 0.044706 | 0.117011 | 4.68e-06 | 2:42:39 | 2:25:13
381
+ 15900 | 2 | 0.101998 | 0.117711 | 4.65e-06 | 2:43:09 | 2:24:41
382
+ 15950 | 2 | 0.098379 | 0.117925 | 4.63e-06 | 2:43:38 | 2:24:09
383
+ 16000 | 2 | 0.127514 | 0.118485 | 4.60e-06 | 2:44:08 | 2:23:37
384
+ [14:40:12] Saved checkpoint -> RESULTS/102flowers/run_012/checkpoint-16000
385
+ [14:40:14] Generating 16 validation images ...
386
+ [14:40:35] Validation step 16000: 16 images -> RESULTS/102flowers/run_012/validation/collage_step_0016000.png
387
+ 16050 | 2 | 0.165405 | 0.118731 | 4.57e-06 | 2:45:07 | 2:23:31
388
+ 16100 | 2 | 0.091207 | 0.117931 | 4.55e-06 | 2:45:37 | 2:22:59
389
+ 16150 | 2 | 0.095608 | 0.118555 | 4.52e-06 | 2:46:06 | 2:22:27
390
+ 16200 | 2 | 0.237920 | 0.119538 | 4.50e-06 | 2:46:36 | 2:21:55
391
+ 16250 | 2 | 0.259168 | 0.121518 | 4.47e-06 | 2:47:05 | 2:21:23
392
+ 16300 | 2 | 0.079432 | 0.121204 | 4.44e-06 | 2:47:35 | 2:20:51
393
+ 16350 | 2 | 0.097860 | 0.119841 | 4.42e-06 | 2:48:04 | 2:20:19
394
+ 16400 | 2 | 0.015850 | 0.119801 | 4.39e-06 | 2:48:34 | 2:19:47
395
+ 16450 | 2 | 0.140451 | 0.119944 | 4.36e-06 | 2:49:03 | 2:19:15
396
+ 16500 | 2 | 0.132923 | 0.120930 | 4.34e-06 | 2:49:33 | 2:18:43
397
+ 16550 | 2 | 0.025616 | 0.120589 | 4.31e-06 | 2:50:02 | 2:18:11
398
+ 16600 | 2 | 0.296312 | 0.123088 | 4.28e-06 | 2:50:32 | 2:17:39
399
+ 16650 | 2 | 0.170626 | 0.123004 | 4.26e-06 | 2:51:01 | 2:17:07
400
+ 16700 | 2 | 0.021242 | 0.121153 | 4.23e-06 | 2:51:31 | 2:16:35
401
+ 16750 | 2 | 0.425437 | 0.125281 | 4.20e-06 | 2:52:00 | 2:16:04
402
+ 16800 | 2 | 0.005176 | 0.124997 | 4.18e-06 | 2:52:30 | 2:15:32
403
+ 16850 | 2 | 0.013697 | 0.124267 | 4.15e-06 | 2:52:59 | 2:15:00
404
+ 16900 | 2 | 0.126947 | 0.123813 | 4.13e-06 | 2:53:29 | 2:14:28
405
+ 16950 | 2 | 0.028276 | 0.122726 | 4.10e-06 | 2:53:58 | 2:13:56
406
+ 17000 | 2 | 0.149997 | 0.120157 | 4.07e-06 | 2:54:28 | 2:13:25
407
+ [14:50:25] Generating 16 validation images ...
408
+ [14:50:46] Validation step 17000: 16 images -> RESULTS/102flowers/run_012/validation/collage_step_0017000.png
409
+ 17050 | 2 | 0.154620 | 0.121265 | 4.05e-06 | 2:55:19 | 2:13:09
410
+ 17100 | 2 | 0.045690 | 0.120834 | 4.02e-06 | 2:55:48 | 2:12:37
411
+ 17150 | 2 | 0.094051 | 0.120334 | 4.00e-06 | 2:56:18 | 2:12:05
412
+ 17200 | 2 | 0.120732 | 0.119755 | 3.97e-06 | 2:56:47 | 2:11:34
413
+ 17250 | 2 | 0.068497 | 0.119331 | 3.94e-06 | 2:57:17 | 2:11:02
414
+ 17300 | 2 | 0.348091 | 0.121764 | 3.92e-06 | 2:57:46 | 2:10:30
415
+ 17350 | 2 | 0.079880 | 0.121249 | 3.89e-06 | 2:58:16 | 2:09:58
416
+ 17400 | 2 | 0.334990 | 0.121910 | 3.87e-06 | 2:58:45 | 2:09:27
417
+ 17450 | 2 | 0.203425 | 0.122609 | 3.84e-06 | 2:59:15 | 2:08:55
418
+ 17500 | 2 | 0.037170 | 0.121520 | 3.81e-06 | 2:59:45 | 2:08:23
419
+ 17550 | 2 | 0.257408 | 0.123650 | 3.79e-06 | 3:00:14 | 2:07:51
420
+ 17600 | 2 | 0.066991 | 0.124183 | 3.76e-06 | 3:00:44 | 2:07:20
421
+ 17650 | 2 | 0.033452 | 0.124509 | 3.74e-06 | 3:01:13 | 2:06:48
422
+ 17700 | 2 | 0.085524 | 0.123845 | 3.71e-06 | 3:01:43 | 2:06:16
423
+ 17750 | 2 | 0.091330 | 0.123651 | 3.68e-06 | 3:02:13 | 2:05:45
424
+ 17800 | 2 | 0.149612 | 0.124703 | 3.66e-06 | 3:02:42 | 2:05:13
425
+ 17850 | 2 | 0.038915 | 0.124505 | 3.63e-06 | 3:03:12 | 2:04:42
426
+ 17900 | 2 | 0.022429 | 0.124589 | 3.61e-06 | 3:03:41 | 2:04:10
427
+ 17950 | 2 | 0.001984 | 0.124006 | 3.58e-06 | 3:04:11 | 2:03:38
428
+ 18000 | 2 | 0.000971 | 0.123999 | 3.56e-06 | 3:04:41 | 2:03:07
429
+ [15:00:45] Saved checkpoint -> RESULTS/102flowers/run_012/checkpoint-18000
430
+ [15:00:47] Generating 16 validation images ...
431
+ [15:01:08] Validation step 18000: 16 images -> RESULTS/102flowers/run_012/validation/collage_step_0018000.png
432
+ 18050 | 2 | 0.023069 | 0.123608 | 3.53e-06 | 3:05:40 | 2:02:55
433
+ 18100 | 2 | 0.089240 | 0.123518 | 3.51e-06 | 3:06:10 | 2:02:23
434
+ 18150 | 2 | 0.106433 | 0.122829 | 3.48e-06 | 3:06:39 | 2:01:52
435
+ 18200 | 2 | 0.010810 | 0.121976 | 3.45e-06 | 3:07:09 | 2:01:20
436
+ 18250 | 2 | 0.188274 | 0.123495 | 3.43e-06 | 3:07:38 | 2:00:48
437
+ 18300 | 2 | 0.403676 | 0.126543 | 3.40e-06 | 3:08:08 | 2:00:17
438
+ 18350 | 2 | 0.000720 | 0.124352 | 3.38e-06 | 3:08:37 | 1:59:45
439
+ 18400 | 2 | 0.163780 | 0.124540 | 3.35e-06 | 3:09:07 | 1:59:13
440
+ 18450 | 2 | 0.066980 | 0.123587 | 3.33e-06 | 3:09:37 | 1:58:42
441
+ 18500 | 2 | 0.070419 | 0.123137 | 3.30e-06 | 3:10:06 | 1:58:10
442
+ 18550 | 2 | 0.108492 | 0.123195 | 3.28e-06 | 3:10:36 | 1:57:39
443
+ 18600 | 2 | 0.149111 | 0.122203 | 3.25e-06 | 3:11:05 | 1:57:07
444
+ 18650 | 2 | 0.133651 | 0.121988 | 3.23e-06 | 3:11:35 | 1:56:35
445
+ 18700 | 2 | 0.249423 | 0.123680 | 3.20e-06 | 3:12:04 | 1:56:04
446
+ 18750 | 2 | 0.093120 | 0.123240 | 3.18e-06 | 3:12:34 | 1:55:32
447
+ 18800 | 2 | 0.067677 | 0.122739 | 3.15e-06 | 3:13:04 | 1:55:01
448
+ 18850 | 2 | 0.164222 | 0.123342 | 3.13e-06 | 3:13:33 | 1:54:29
449
+ 18900 | 2 | 0.118284 | 0.122679 | 3.11e-06 | 3:14:03 | 1:53:58
450
+ 18950 | 2 | 0.169510 | 0.122343 | 3.08e-06 | 3:14:32 | 1:53:26
451
+ 19000 | 2 | 0.101867 | 0.121667 | 3.06e-06 | 3:15:02 | 1:52:55
452
+ [15:10:59] Generating 16 validation images ...
453
+ [15:11:20] Validation step 19000: 16 images -> RESULTS/102flowers/run_012/validation/collage_step_0019000.png
454
+ 19050 | 2 | 0.124967 | 0.121485 | 3.03e-06 | 3:15:53 | 1:52:35
455
+ 19100 | 2 | 0.121344 | 0.121737 | 3.01e-06 | 3:16:22 | 1:52:04
456
+ 19150 | 2 | 0.008459 | 0.120575 | 2.98e-06 | 3:16:52 | 1:51:32
457
+ 19200 | 2 | 0.114552 | 0.120098 | 2.96e-06 | 3:17:22 | 1:51:01
458
+ 19250 | 2 | 0.066744 | 0.119723 | 2.93e-06 | 3:17:51 | 1:50:29
459
+ 19300 | 2 | 0.002306 | 0.118004 | 2.91e-06 | 3:18:21 | 1:49:58
460
+ 19350 | 2 | 0.095924 | 0.115985 | 2.89e-06 | 3:18:50 | 1:49:26
461
+ 19400 | 2 | 0.043341 | 0.115360 | 2.86e-06 | 3:19:20 | 1:48:55
462
+ 19450 | 2 | 0.110873 | 0.116254 | 2.84e-06 | 3:19:49 | 1:48:23
463
+ 19500 | 2 | 0.090439 | 0.116056 | 2.81e-06 | 3:20:19 | 1:47:52
464
+ 19550 | 2 | 0.171899 | 0.116889 | 2.79e-06 | 3:20:48 | 1:47:20
465
+ 19600 | 2 | 0.188528 | 0.116679 | 2.77e-06 | 3:21:18 | 1:46:49
466
+ 19650 | 2 | 0.169920 | 0.116357 | 2.74e-06 | 3:21:48 | 1:46:17
467
+ 19700 | 2 | 0.115438 | 0.113615 | 2.72e-06 | 3:22:17 | 1:45:46
468
+ 19750 | 2 | 0.098449 | 0.112949 | 2.69e-06 | 3:22:47 | 1:45:14
469
+ 19800 | 2 | 0.172305 | 0.113554 | 2.67e-06 | 3:23:16 | 1:44:43
470
+ 19850 | 2 | 0.075741 | 0.114034 | 2.65e-06 | 3:23:46 | 1:44:11
471
+ 19900 | 2 | 0.118461 | 0.113884 | 2.62e-06 | 3:24:15 | 1:43:40
472
+ 19950 | 2 | 0.073278 | 0.114123 | 2.60e-06 | 3:24:45 | 1:43:08
473
+ 20000 | 2 | 0.092913 | 0.113801 | 2.58e-06 | 3:25:14 | 1:42:37
474
+ [15:21:18] Saved checkpoint -> RESULTS/102flowers/run_012/checkpoint-20000
475
+ [15:21:19] Generating 16 validation images ...
476
+ [15:21:41] Validation step 20000: 16 images -> RESULTS/102flowers/run_012/validation/collage_step_0020000.png
477
+ 20050 | 2 | 0.122099 | 0.112414 | 2.55e-06 | 3:26:14 | 1:42:20
478
+ 20100 | 2 | 0.077945 | 0.112752 | 2.53e-06 | 3:26:43 | 1:41:49
479
+ 20150 | 2 | 0.123787 | 0.113560 | 2.51e-06 | 3:27:13 | 1:41:17
480
+ 20200 | 2 | 0.043968 | 0.113034 | 2.48e-06 | 3:27:42 | 1:40:46
481
+ 20250 | 2 | 0.212629 | 0.115130 | 2.46e-06 | 3:28:12 | 1:40:14
482
+ 20300 | 2 | 0.049387 | 0.114496 | 2.44e-06 | 3:28:42 | 1:39:43
483
+ 20350 | 2 | 0.209165 | 0.115919 | 2.42e-06 | 3:29:11 | 1:39:12
484
+ 20400 | 2 | 0.196980 | 0.117383 | 2.39e-06 | 3:29:41 | 1:38:40
485
+ 20450 | 2 | 0.274860 | 0.119227 | 2.37e-06 | 3:30:10 | 1:38:09
486
+ 20500 | 2 | 0.046432 | 0.119004 | 2.35e-06 | 3:30:40 | 1:37:37
487
+ 20550 | 2 | 0.085558 | 0.117762 | 2.33e-06 | 3:31:10 | 1:37:06
488
+ 20600 | 2 | 0.124703 | 0.118074 | 2.30e-06 | 3:31:39 | 1:36:35
489
+ 20650 | 2 | 0.094742 | 0.117559 | 2.28e-06 | 3:32:09 | 1:36:03
490
+ 20700 | 2 | 0.115864 | 0.117891 | 2.26e-06 | 3:32:38 | 1:35:32
491
+ 20750 | 2 | 0.184811 | 0.119028 | 2.24e-06 | 3:33:08 | 1:35:00
492
+ 20800 | 2 | 0.112244 | 0.117973 | 2.21e-06 | 3:33:38 | 1:34:29
493
+ 20850 | 2 | 0.159901 | 0.119125 | 2.19e-06 | 3:34:07 | 1:33:58
494
+ 20900 | 2 | 0.015333 | 0.118259 | 2.17e-06 | 3:34:37 | 1:33:26
495
+ 20950 | 2 | 0.017514 | 0.117450 | 2.15e-06 | 3:35:06 | 1:32:55
496
+ 21000 | 2 | 0.064967 | 0.116824 | 2.13e-06 | 3:35:36 | 1:32:24
497
+ [15:31:34] Generating 16 validation images ...
498
+ [15:31:56] Validation step 21000: 16 images -> RESULTS/102flowers/run_012/validation/collage_step_0021000.png
499
+ 21050 | 2 | 0.061770 | 0.115788 | 2.10e-06 | 3:36:28 | 1:32:02
500
+ 21100 | 2 | 0.106570 | 0.115942 | 2.08e-06 | 3:36:58 | 1:31:31
501
+ 21150 | 2 | 0.143336 | 0.116419 | 2.06e-06 | 3:37:27 | 1:30:59
502
+ 21200 | 2 | 0.019603 | 0.114236 | 2.04e-06 | 3:37:57 | 1:30:28
503
+ 21250 | 2 | 0.082937 | 0.112473 | 2.02e-06 | 3:38:26 | 1:29:56
504
+ 21300 | 2 | 0.049957 | 0.112179 | 2.00e-06 | 3:38:56 | 1:29:25
505
+ 21350 | 2 | 0.189311 | 0.113093 | 1.98e-06 | 3:39:26 | 1:28:54
506
+ 21400 | 2 | 0.174281 | 0.114678 | 1.95e-06 | 3:39:55 | 1:28:22
507
+ 21450 | 2 | 0.080536 | 0.114078 | 1.93e-06 | 3:40:25 | 1:27:51
508
+ [15:36:48] --- Epoch 2 | Steps: 7165 | Avg Loss: 0.116957 ---
509
+ 21500 | 3 | 0.143876 | 0.114188 | 1.91e-06 | 3:40:54 | 1:27:20
510
+ 21550 | 3 | 0.066125 | 0.114593 | 1.89e-06 | 3:41:24 | 1:26:48
511
+ 21600 | 3 | 0.105049 | 0.112680 | 1.87e-06 | 3:41:53 | 1:26:17
512
+ 21650 | 3 | 0.114410 | 0.112118 | 1.85e-06 | 3:42:23 | 1:25:46
513
+ 21700 | 3 | 0.120648 | 0.113112 | 1.83e-06 | 3:42:53 | 1:25:15
514
+ 21750 | 3 | 0.184525 | 0.110703 | 1.81e-06 | 3:43:22 | 1:24:43
515
+ 21800 | 3 | 0.043133 | 0.111083 | 1.79e-06 | 3:43:52 | 1:24:12
516
+ 21850 | 3 | 0.098372 | 0.111930 | 1.77e-06 | 3:44:21 | 1:23:41
517
+ 21900 | 3 | 0.112651 | 0.111787 | 1.75e-06 | 3:44:51 | 1:23:09
518
+ 21950 | 3 | 0.080684 | 0.112311 | 1.73e-06 | 3:45:20 | 1:22:38
519
+ 22000 | 3 | 0.054464 | 0.111355 | 1.71e-06 | 3:45:50 | 1:22:07
520
+ [15:41:56] Saved checkpoint -> RESULTS/102flowers/run_012/checkpoint-22000
521
+ [15:41:59] Generating 16 validation images ...
522
+ [15:42:20] Validation step 22000: 16 images -> RESULTS/102flowers/run_012/validation/collage_step_0022000.png
523
+ 22050 | 3 | 0.224017 | 0.112049 | 1.69e-06 | 3:46:52 | 1:21:48
524
+ 22100 | 3 | 0.167314 | 0.113266 | 1.67e-06 | 3:47:22 | 1:21:16
525
+ 22150 | 3 | 0.151851 | 0.113844 | 1.65e-06 | 3:47:52 | 1:20:45
526
+ 22200 | 3 | 0.065043 | 0.113287 | 1.63e-06 | 3:48:21 | 1:20:14
527
+ 22250 | 3 | 0.103409 | 0.113636 | 1.61e-06 | 3:48:51 | 1:19:42
528
+ 22300 | 3 | 0.113124 | 0.111286 | 1.59e-06 | 3:49:20 | 1:19:11
529
+ 22350 | 3 | 0.109062 | 0.111578 | 1.57e-06 | 3:49:50 | 1:18:40
530
+ 22400 | 3 | 0.014491 | 0.108373 | 1.55e-06 | 3:50:20 | 1:18:08
531
+ 22450 | 3 | 0.043668 | 0.106775 | 1.53e-06 | 3:50:49 | 1:17:37
532
+ 22500 | 3 | 0.153064 | 0.107934 | 1.51e-06 | 3:51:19 | 1:17:06
533
+ 22550 | 3 | 0.153100 | 0.106891 | 1.49e-06 | 3:51:48 | 1:16:35
534
+ 22600 | 3 | 0.074749 | 0.106969 | 1.47e-06 | 3:52:18 | 1:16:03
535
+ 22650 | 3 | 0.169347 | 0.108328 | 1.46e-06 | 3:52:47 | 1:15:32
536
+ 22700 | 3 | 0.170602 | 0.109179 | 1.44e-06 | 3:53:17 | 1:15:01
537
+ 22750 | 3 | 0.087489 | 0.109140 | 1.42e-06 | 3:53:47 | 1:14:30
538
+ 22800 | 3 | 0.288232 | 0.110526 | 1.40e-06 | 3:54:16 | 1:13:58
539
+ 22850 | 3 | 0.027741 | 0.110415 | 1.38e-06 | 3:54:46 | 1:13:27
540
+ 22900 | 3 | 0.044447 | 0.110635 | 1.36e-06 | 3:55:15 | 1:12:56
541
+ 22950 | 3 | 0.065813 | 0.111273 | 1.34e-06 | 3:55:45 | 1:12:25
542
+ 23000 | 3 | 0.170275 | 0.112966 | 1.33e-06 | 3:56:14 | 1:11:54
543
+ [15:52:12] Generating 16 validation images ...
544
+ [15:52:33] Validation step 23000: 16 images -> RESULTS/102flowers/run_012/validation/collage_step_0023000.png
545
+ 23050 | 3 | 0.091994 | 0.113655 | 1.31e-06 | 3:57:05 | 1:11:29
546
+ 23100 | 3 | 0.233762 | 0.115101 | 1.29e-06 | 3:57:35 | 1:10:58
547
+ 23150 | 3 | 0.083954 | 0.114876 | 1.27e-06 | 3:58:05 | 1:10:26
548
+ 23200 | 3 | 0.073387 | 0.115502 | 1.25e-06 | 3:58:34 | 1:09:55
549
+ 23250 | 3 | 0.023421 | 0.113853 | 1.24e-06 | 3:59:04 | 1:09:24
550
+ 23300 | 3 | 0.110959 | 0.110926 | 1.22e-06 | 3:59:33 | 1:08:53
551
+ 23350 | 3 | 0.110702 | 0.112026 | 1.20e-06 | 4:00:03 | 1:08:22
552
+ 23400 | 3 | 0.247107 | 0.112859 | 1.19e-06 | 4:00:32 | 1:07:50
553
+ 23450 | 3 | 0.256184 | 0.114751 | 1.17e-06 | 4:01:02 | 1:07:19
554
+ 23500 | 3 | 0.141951 | 0.115466 | 1.15e-06 | 4:01:32 | 1:06:48
555
+ 23550 | 3 | 0.119023 | 0.115572 | 1.13e-06 | 4:02:01 | 1:06:17
556
+ 23600 | 3 | 0.083834 | 0.114919 | 1.12e-06 | 4:02:31 | 1:05:46
557
+ 23650 | 3 | 0.104434 | 0.114627 | 1.10e-06 | 4:03:00 | 1:05:14
558
+ 23700 | 3 | 0.100937 | 0.113142 | 1.08e-06 | 4:03:30 | 1:04:43
559
+ 23750 | 3 | 0.013257 | 0.112343 | 1.07e-06 | 4:03:59 | 1:04:12
560
+ 23800 | 3 | 0.171640 | 0.113383 | 1.05e-06 | 4:04:29 | 1:03:41
561
+ 23850 | 3 | 0.059773 | 0.112338 | 1.03e-06 | 4:04:59 | 1:03:10
562
+ 23900 | 3 | 0.084983 | 0.112005 | 1.02e-06 | 4:05:28 | 1:02:39
563
+ 23950 | 3 | 0.251793 | 0.112828 | 1.00e-06 | 4:05:58 | 1:02:08
564
+ 24000 | 3 | 0.204080 | 0.113850 | 9.86e-07 | 4:06:27 | 1:01:36
565
+ [16:02:33] Saved checkpoint -> RESULTS/102flowers/run_012/checkpoint-24000
566
+ [16:02:35] Generating 16 validation images ...
567
+ [16:02:56] Validation step 24000: 16 images -> RESULTS/102flowers/run_012/validation/collage_step_0024000.png
568
+ 24050 | 3 | 0.135551 | 0.113956 | 9.71e-07 | 4:07:29 | 1:01:13
569
+ 24100 | 3 | 0.239708 | 0.115140 | 9.55e-07 | 4:07:58 | 1:00:42
570
+ 24150 | 3 | 0.196249 | 0.117018 | 9.39e-07 | 4:08:28 | 1:00:11
571
+ 24200 | 3 | 0.105571 | 0.116928 | 9.24e-07 | 4:08:57 | 0:59:40
572
+ 24250 | 3 | 0.184582 | 0.118106 | 9.08e-07 | 4:09:27 | 0:59:08
573
+ 24300 | 3 | 0.101331 | 0.119096 | 8.93e-07 | 4:09:56 | 0:58:37
574
+ 24350 | 3 | 0.110895 | 0.119246 | 8.78e-07 | 4:10:26 | 0:58:06
575
+ 24400 | 3 | 0.145480 | 0.120268 | 8.63e-07 | 4:10:55 | 0:57:35
576
+ 24450 | 3 | 0.066065 | 0.119819 | 8.48e-07 | 4:11:25 | 0:57:04
577
+ 24500 | 3 | 0.232753 | 0.121243 | 8.33e-07 | 4:11:55 | 0:56:33
578
+ 24550 | 3 | 0.058492 | 0.120109 | 8.19e-07 | 4:12:24 | 0:56:02
579
+ 24600 | 3 | 0.348058 | 0.121704 | 8.04e-07 | 4:12:54 | 0:55:30
580
+ 24650 | 3 | 0.002672 | 0.120031 | 7.90e-07 | 4:13:23 | 0:54:59
581
+ 24700 | 3 | 0.020352 | 0.119081 | 7.76e-07 | 4:13:53 | 0:54:28
582
+ 24750 | 3 | 0.098023 | 0.119076 | 7.61e-07 | 4:14:22 | 0:53:57
583
+ 24800 | 3 | 0.134674 | 0.118700 | 7.47e-07 | 4:14:52 | 0:53:26
584
+ 24850 | 3 | 0.016983 | 0.118112 | 7.33e-07 | 4:15:21 | 0:52:55
585
+ 24900 | 3 | 0.065515 | 0.117583 | 7.20e-07 | 4:15:51 | 0:52:24
586
+ 24950 | 3 | 0.072663 | 0.117577 | 7.06e-07 | 4:16:21 | 0:51:53
587
+ 25000 | 3 | 0.085379 | 0.117501 | 6.92e-07 | 4:16:50 | 0:51:22
588
+ [16:12:48] Generating 16 validation images ...
589
+ [16:13:08] Validation step 25000: 16 images -> RESULTS/102flowers/run_012/validation/collage_step_0025000.png
590
+ 25050 | 3 | 0.108706 | 0.117367 | 6.79e-07 | 4:17:41 | 0:50:55
591
+ 25100 | 3 | 0.275582 | 0.119344 | 6.65e-07 | 4:18:11 | 0:50:24
592
+ 25150 | 3 | 0.034456 | 0.118451 | 6.52e-07 | 4:18:40 | 0:49:53
593
+ 25200 | 3 | 0.102249 | 0.119033 | 6.39e-07 | 4:19:10 | 0:49:21
594
+ 25250 | 3 | 0.058242 | 0.117489 | 6.26e-07 | 4:19:39 | 0:48:50
595
+ 25300 | 3 | 0.072168 | 0.117717 | 6.13e-07 | 4:20:09 | 0:48:19
596
+ 25350 | 3 | 0.179012 | 0.117416 | 6.01e-07 | 4:20:39 | 0:47:48
597
+ 25400 | 3 | 0.089178 | 0.116338 | 5.88e-07 | 4:21:08 | 0:47:17
598
+ 25450 | 3 | 0.224326 | 0.115832 | 5.76e-07 | 4:21:38 | 0:46:46
599
+ 25500 | 3 | 0.076090 | 0.116129 | 5.63e-07 | 4:22:07 | 0:46:15
600
+ 25550 | 3 | 0.060294 | 0.115876 | 5.51e-07 | 4:22:37 | 0:45:44
601
+ 25600 | 3 | 0.034171 | 0.114971 | 5.39e-07 | 4:23:07 | 0:45:13
602
+ 25650 | 3 | 0.074836 | 0.114772 | 5.27e-07 | 4:23:36 | 0:44:42
603
+ 25700 | 3 | 0.103135 | 0.114645 | 5.15e-07 | 4:24:06 | 0:44:11
604
+ 25750 | 3 | 0.099824 | 0.113795 | 5.03e-07 | 4:24:35 | 0:43:40
605
+ 25800 | 3 | 0.115938 | 0.113832 | 4.92e-07 | 4:25:05 | 0:43:09
606
+ 25850 | 3 | 0.225427 | 0.114487 | 4.80e-07 | 4:25:35 | 0:42:38
607
+ 25900 | 3 | 0.353590 | 0.117870 | 4.69e-07 | 4:26:04 | 0:42:07
608
+ 25950 | 3 | 0.103237 | 0.118727 | 4.58e-07 | 4:26:34 | 0:41:36
609
+ 26000 | 3 | 0.008788 | 0.118165 | 4.47e-07 | 4:27:03 | 0:41:05
610
+ [16:23:09] Saved checkpoint -> RESULTS/102flowers/run_012/checkpoint-26000
611
+ [16:23:11] Generating 16 validation images ...
612
+ [16:23:32] Validation step 26000: 16 images -> RESULTS/102flowers/run_012/validation/collage_step_0026000.png
613
+ 26050 | 3 | 0.276017 | 0.120307 | 4.36e-07 | 4:28:05 | 0:40:39
614
+ 26100 | 3 | 0.045906 | 0.119701 | 4.25e-07 | 4:28:34 | 0:40:07
615
+ 26150 | 3 | 0.216943 | 0.120437 | 4.14e-07 | 4:29:04 | 0:39:36
616
+ 26200 | 3 | 0.209805 | 0.122339 | 4.04e-07 | 4:29:33 | 0:39:05
617
+ 26250 | 3 | 0.021094 | 0.121720 | 3.93e-07 | 4:30:03 | 0:38:34
618
+ 26300 | 3 | 0.172242 | 0.122943 | 3.83e-07 | 4:30:32 | 0:38:03
619
+ 26350 | 3 | 0.180217 | 0.122852 | 3.73e-07 | 4:31:02 | 0:37:32
620
+ 26400 | 3 | 0.220793 | 0.123318 | 3.63e-07 | 4:31:32 | 0:37:01
621
+ 26450 | 3 | 0.078134 | 0.123293 | 3.53e-07 | 4:32:01 | 0:36:30
622
+ 26500 | 3 | 0.010689 | 0.121962 | 3.43e-07 | 4:32:31 | 0:35:59
623
+ 26550 | 3 | 0.146514 | 0.122766 | 3.34e-07 | 4:33:00 | 0:35:28
624
+ 26600 | 3 | 0.101529 | 0.122730 | 3.24e-07 | 4:33:30 | 0:34:57
625
+ 26650 | 3 | 0.101873 | 0.122605 | 3.15e-07 | 4:33:59 | 0:34:26
626
+ 26700 | 3 | 0.115207 | 0.122551 | 3.06e-07 | 4:34:29 | 0:33:55
627
+ 26750 | 3 | 0.040563 | 0.121111 | 2.96e-07 | 4:34:58 | 0:33:24
628
+ 26800 | 3 | 0.015117 | 0.120831 | 2.88e-07 | 4:35:28 | 0:32:53
629
+ 26850 | 3 | 0.234070 | 0.122188 | 2.79e-07 | 4:35:58 | 0:32:22
630
+ 26900 | 3 | 0.096070 | 0.122022 | 2.70e-07 | 4:36:27 | 0:31:51
631
+ 26950 | 3 | 0.029556 | 0.121511 | 2.61e-07 | 4:36:57 | 0:31:20
632
+ 27000 | 3 | 0.128276 | 0.122249 | 2.53e-07 | 4:37:26 | 0:30:49
633
+ [16:33:24] Generating 16 validation images ...
634
+ [16:33:44] Validation step 27000: 16 images -> RESULTS/102flowers/run_012/validation/collage_step_0027000.png
635
+ 27050 | 3 | 0.009859 | 0.120107 | 2.45e-07 | 4:38:17 | 0:30:20
636
+ 27100 | 3 | 0.217338 | 0.120607 | 2.37e-07 | 4:38:47 | 0:29:49
637
+ 27150 | 3 | 0.082169 | 0.119911 | 2.29e-07 | 4:39:16 | 0:29:19
638
+ 27200 | 3 | 0.011277 | 0.119373 | 2.21e-07 | 4:39:46 | 0:28:48
639
+ 27250 | 3 | 0.113277 | 0.119472 | 2.13e-07 | 4:40:16 | 0:28:17
640
+ 27300 | 3 | 0.200528 | 0.120346 | 2.05e-07 | 4:40:45 | 0:27:46
641
+ 27350 | 3 | 0.177589 | 0.121031 | 1.98e-07 | 4:41:15 | 0:27:15
642
+ 27400 | 3 | 0.111419 | 0.122000 | 1.90e-07 | 4:41:44 | 0:26:44
643
+ 27450 | 3 | 0.066057 | 0.122224 | 1.83e-07 | 4:42:14 | 0:26:13
644
+ 27500 | 3 | 0.003258 | 0.120726 | 1.76e-07 | 4:42:43 | 0:25:42
645
+ 27550 | 3 | 0.062931 | 0.119824 | 1.69e-07 | 4:43:13 | 0:25:11
646
+ 27600 | 3 | 0.037966 | 0.119457 | 1.62e-07 | 4:43:42 | 0:24:40
647
+ 27650 | 3 | 0.077767 | 0.118541 | 1.56e-07 | 4:44:12 | 0:24:09
648
+ 27700 | 3 | 0.253550 | 0.119370 | 1.49e-07 | 4:44:41 | 0:23:38
649
+ 27750 | 3 | 0.104648 | 0.119542 | 1.43e-07 | 4:45:11 | 0:23:07
650
+ 27800 | 3 | 0.050145 | 0.117161 | 1.37e-07 | 4:45:40 | 0:22:36
651
+ 27850 | 3 | 0.016064 | 0.117044 | 1.30e-07 | 4:46:10 | 0:22:05
652
+ 27900 | 3 | 0.023011 | 0.116830 | 1.25e-07 | 4:46:39 | 0:21:34
653
+ 27950 | 3 | 0.237480 | 0.118546 | 1.19e-07 | 4:47:09 | 0:21:03
654
+ 28000 | 3 | 0.014345 | 0.116987 | 1.13e-07 | 4:47:38 | 0:20:32
655
+ [16:43:44] Saved checkpoint -> RESULTS/102flowers/run_012/checkpoint-28000
656
+ [16:43:46] Generating 16 validation images ...
657
+ [16:44:06] Validation step 28000: 16 images -> RESULTS/102flowers/run_012/validation/collage_step_0028000.png
658
+ 28050 | 3 | 0.120572 | 0.117273 | 1.07e-07 | 4:48:39 | 0:20:04
659
+ 28100 | 3 | 0.076161 | 0.115697 | 1.02e-07 | 4:49:08 | 0:19:33
660
+ 28150 | 3 | 0.205595 | 0.116913 | 9.67e-08 | 4:49:38 | 0:19:02
661
+ 28200 | 3 | 0.116565 | 0.117345 | 9.16e-08 | 4:50:07 | 0:18:31
662
+ 28250 | 3 | 0.062184 | 0.117733 | 8.66e-08 | 4:50:37 | 0:18:00
663
+ 28300 | 3 | 0.092466 | 0.117548 | 8.17e-08 | 4:51:07 | 0:17:29
664
+ 28350 | 3 | 0.000181 | 0.116443 | 7.70e-08 | 4:51:36 | 0:16:58
665
+ 28400 | 3 | 0.127160 | 0.115243 | 7.24e-08 | 4:52:06 | 0:16:27
666
+ 28450 | 3 | 0.043637 | 0.113118 | 6.80e-08 | 4:52:35 | 0:15:56
667
+ 28500 | 3 | 0.031171 | 0.112010 | 6.37e-08 | 4:53:05 | 0:15:25
668
+ 28550 | 3 | 0.096547 | 0.111785 | 5.95e-08 | 4:53:34 | 0:14:54
669
+ 28600 | 3 | 0.031554 | 0.111262 | 5.55e-08 | 4:54:04 | 0:14:23
670
+ 28650 | 3 | 0.025519 | 0.110473 | 5.16e-08 | 4:54:33 | 0:13:52
671
+ [16:50:36] --- Epoch 3 | Steps: 7165 | Avg Loss: 0.118368 ---
672
+ 28700 | 4 | 0.377407 | 0.113238 | 4.78e-08 | 4:55:03 | 0:13:21
673
+ 28750 | 4 | 0.078649 | 0.113892 | 4.42e-08 | 4:55:32 | 0:12:50
674
+ 28800 | 4 | 0.170899 | 0.113884 | 4.08e-08 | 4:56:02 | 0:12:20
675
+ 28850 | 4 | 0.207551 | 0.115362 | 3.74e-08 | 4:56:31 | 0:11:49
676
+ 28900 | 4 | 0.018774 | 0.114700 | 3.43e-08 | 4:57:01 | 0:11:18
677
+ 28950 | 4 | 0.083870 | 0.113021 | 3.12e-08 | 4:57:31 | 0:10:47
678
+ 29000 | 4 | 0.212883 | 0.113109 | 2.83e-08 | 4:58:00 | 0:10:16
679
+ [16:53:57] Generating 16 validation images ...
680
+ [16:54:18] Validation step 29000: 16 images -> RESULTS/102flowers/run_012/validation/collage_step_0029000.png
681
+ 29050 | 4 | 0.313804 | 0.114891 | 2.56e-08 | 4:58:51 | 0:09:46
682
+ 29100 | 4 | 0.117759 | 0.113672 | 2.29e-08 | 4:59:20 | 0:09:15
683
+ 29150 | 4 | 0.194468 | 0.113654 | 2.05e-08 | 4:59:50 | 0:08:44
684
+ 29200 | 4 | 0.120893 | 0.113807 | 1.81e-08 | 5:00:20 | 0:08:13
685
+ 29250 | 4 | 0.527914 | 0.117241 | 1.59e-08 | 5:00:49 | 0:07:42
686
+ 29300 | 4 | 0.132125 | 0.117549 | 1.39e-08 | 5:01:19 | 0:07:11
687
+ 29350 | 4 | 0.190731 | 0.118347 | 1.20e-08 | 5:01:48 | 0:06:41
688
+ 29400 | 4 | 0.011529 | 0.117007 | 1.02e-08 | 5:02:18 | 0:06:10
689
+ 29450 | 4 | 0.057760 | 0.116924 | 8.57e-09 | 5:02:47 | 0:05:39
690
+ 29500 | 4 | 0.115540 | 0.115752 | 7.09e-09 | 5:03:17 | 0:05:08
691
+ 29550 | 4 | 0.083594 | 0.116003 | 5.74e-09 | 5:03:47 | 0:04:37
692
+ 29600 | 4 | 0.000777 | 0.112530 | 4.54e-09 | 5:04:16 | 0:04:06
693
+ 29650 | 4 | 0.043802 | 0.112942 | 3.47e-09 | 5:04:46 | 0:03:35
694
+ 29700 | 4 | 0.027935 | 0.113018 | 2.55e-09 | 5:05:15 | 0:03:05
695
+ 29750 | 4 | 0.187458 | 0.113912 | 1.77e-09 | 5:05:45 | 0:02:34
696
+ 29800 | 4 | 0.097705 | 0.113542 | 1.13e-09 | 5:06:15 | 0:02:03
697
+ 29850 | 4 | 0.193819 | 0.115311 | 6.38e-10 | 5:06:44 | 0:01:32
698
+ 29900 | 4 | 0.143075 | 0.116086 | 2.84e-10 | 5:07:14 | 0:01:01
699
+ 29950 | 4 | 0.249935 | 0.117859 | 7.09e-11 | 5:07:43 | 0:00:30
700
+ 30000 | 4 | 0.166199 | 0.118667 | 0.00e+00 | 5:08:13 | 0:00:00
701
+ [17:04:19] Saved checkpoint -> RESULTS/102flowers/run_012/checkpoint-30000
702
+ [17:04:21] Generating 16 validation images ...
703
+ [17:04:43] Validation step 30000: 16 images -> RESULTS/102flowers/run_012/validation/collage_step_0030000.png
704
+ [17:04:43] --- Epoch 4 | Steps: 1340 | Avg Loss: 0.119887 ---
705
+ [17:04:43] Saving final model ...
706
+ [17:05:03] Pipeline saved -> RESULTS/102flowers/run_012
707
+ [17:05:03] Generating final validation collage ...
708
+ [17:05:03] Generating 16 validation images ...
709
+ [17:05:24] Validation step 30000: 16 images -> RESULTS/102flowers/run_012/validation/collage_step_0030000.png
710
+ [17:05:24]
711
+ [17:05:24] ============================================================
712
+ [17:05:24] TRAINING SUMMARY
713
+ [17:05:24] ============================================================
714
+ [17:05:24] Total steps : 600
715
+ [17:05:24] Final loss : 0.166199
716
+ [17:05:24] Avg last 100 : 0.118667
717
+ [17:05:24] Min loss : 0.000181
718
+ [17:05:24] Total time : 5:09:27
719
+ [17:05:24] Output : RESULTS/102flowers/run_012
720
+ [17:05:24] ============================================================
102flowers/run_012/training_args.json ADDED
@@ -0,0 +1,40 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "pretrained_model_name_or_path": "PixArt-alpha/PixArt-Sigma-XL-2-512-MS",
3
+ "t5_model_path": "PixArt-alpha/pixart_sigma_sdxlvae_T5_diffusers",
4
+ "revision": null,
5
+ "variant": null,
6
+ "cache_dir": null,
7
+ "data_dir": "../data/102flowers",
8
+ "caption_file_train": "caption_train.json",
9
+ "caption_file_val": "caption_val.json",
10
+ "images_dir": "images",
11
+ "max_captions_per_image": 5,
12
+ "results_root": "RESULTS",
13
+ "seed": 42,
14
+ "resolution": 512,
15
+ "train_batch_size": 4,
16
+ "max_train_steps": 30000,
17
+ "num_train_epochs": 5,
18
+ "gradient_accumulation_steps": 1,
19
+ "gradient_checkpointing": false,
20
+ "learning_rate": 1e-05,
21
+ "scale_lr": false,
22
+ "lr_scheduler": "cosine",
23
+ "lr_warmup_steps": 500,
24
+ "lr_num_cycles": 1,
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+ "adam_beta1": 0.9,
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+ "adam_beta2": 0.999,
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+ "adam_weight_decay": 0.01,
28
+ "adam_epsilon": 1e-08,
29
+ "max_grad_norm": 1.0,
30
+ "mixed_precision": "bf16",
31
+ "checkpointing_steps": 2000,
32
+ "checkpoints_total_limit": 3,
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+ "resume_from_checkpoint": null,
34
+ "validation_steps": 1000,
35
+ "validation_prompts_file": null,
36
+ "log_every_n_steps": 50,
37
+ "max_sequence_length": 300,
38
+ "dataloader_num_workers": 4,
39
+ "output_dir": "RESULTS/102flowers/run_012"
40
+ }
102flowers/run_012/training_summary.json ADDED
@@ -0,0 +1,7 @@
 
 
 
 
 
 
 
 
1
+ {
2
+ "total_steps": 600,
3
+ "final_loss": 0.1661989688873291,
4
+ "avg_last_100": 0.11866707276712987,
5
+ "min_loss": 0.0001806134096113965,
6
+ "total_time": "5:09:27"
7
+ }
102flowers/run_012/transformer/config.json ADDED
@@ -0,0 +1,30 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_class_name": "PixArtTransformer2DModel",
3
+ "_diffusers_version": "0.37.1",
4
+ "_name_or_path": "PixArt-alpha/PixArt-Sigma-XL-2-512-MS",
5
+ "activation_fn": "gelu-approximate",
6
+ "attention_bias": true,
7
+ "attention_head_dim": 72,
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